Furu Wei - RankMe

645 papers A* 117A 13B 16Misc 3Journal 353Unranked 142

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Breaking Training Bottlenecks: Effective and Stable Reinforcement Learning for Coding Models. CoRR Zongqian Li, Shaohan Huang, Zewen Chi, Yixuan Su, Lexin Zhou, Li Dong, Nigel Collier, Furu Wei
2026	J	`jnl`	From Abstract to Contextual: What LLMs Still Cannot Do in Mathematics. CoRR Bowen Cao, Dongdong Zhang, Yixia Li, Junpeng Liu, Shijue Huang, Chufan Shi, Hongyuan Lu, Yaokang Wu, Guanhua Chen, Wai Lam, Furu Wei
2026	J	`jnl`	LLM-in-Sandbox Elicits General Agentic Intelligence. CoRR Daixuan Cheng, Shaohan Huang, Yuxian Gu, Huatong Song, Guoxin Chen, Li Dong, Wayne Xin Zhao, Ji-Rong Wen, Furu Wei
2026	J	`jnl`	Learning to Draft: Adaptive Speculative Decoding with Reinforcement Learning. CoRR Jiebin Zhang, Zhenghan Yu, Liang Wang, Nan Yang, Eugene J. Yu, Zheng Li, Yifan Song, Dawei Zhu, Xingxing Zhang, Furu Wei, Sujian Li
2026	J	`jnl`	Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge. CoRR Yao Tang, Li Dong, Yaru Hao, Qingxiu Dong, Furu Wei, Jiatao Gu
2026	J	`jnl`	On-Policy Context Distillation for Language Models. CoRR Tianzhu Ye, Li Dong, Xun Wu, Shaohan Huang, Furu Wei
2026	J	`jnl`	Online Experiential Learning for Language Models. CoRR Tianzhu Ye, Li Dong, Qingxiu Dong, Xun Wu, Shaohan Huang, Furu Wei
2026	A*	`conf`	Reasoning with Exploration: An Entropy Perspective. AAAI Daixuan Cheng, Shaohan Huang, Xuekai Zhu, Bo Dai, Xin Zhao, Zhenliang Zhang, Furu Wei
2026	J	`jnl`	Scaling Data Difficulty: Improving Coding Models via Reinforcement Learning on Fresh and Challenging Problems. CoRR Zongqian Li, Tengchao Lv, Shaohan Huang, Yixuan Su, Qinzheng Sun, Qiufeng Yin, Ying Xin, Scarlett Li, Lei Cui, Nigel Collier, Furu Wei
2026	J	`jnl`	SlideSparse: Fast and Flexible (2N-2):2N Structured Sparsity. CoRR Hanyong Shao, Yingbo Hao, Ting Song, Yan Xia, Di Zhang, Shaohan Huang, Xun Wu, Songchen Xu, Le Xu, Li Dong, Zewen Chi, Yi Zou, Furu Wei
2026	J	`jnl`	Sparse-BitNet: 1.58-bit LLMs are Naturally Friendly to Semi-Structured Sparsity. CoRR Di Zhang, Xun Wu, Shaohan Huang, Yudong Wang, Hanyong Shao, Yingbo Hao, Zewen Chi, Li Dong, Ting Song, Yan Xia, Zhifang Sui, Furu Wei
2026	J	`jnl`	Synergizing Understanding and Generation with Interleaved Analyzing-Drafting Thinking. CoRR Shengqiong Wu, Bobo Li, Xinkai Wang, Xiangtai Li, Lei Cui, Furu Wei, Shuicheng Yan, Hao Fei, Tat-Seng Chua
2026	J	`jnl`	Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations. CoRR Wen Luo, Guangyue Peng, Wei Li, Shaohang Wei, Feifan Song, Liang Wang, Nan Yang, Xingxing Zhang, Jing Jin, Furu Wei, Houfeng Wang
2026	J	`jnl`	UniM: A Unified Any-to-Any Interleaved Multimodal Benchmark. CoRR Yanlin Li, Minghui Guo, Kaiwen Zhang, Shize Zhang, Yiran Zhao, Haodong Li, Congyue Zhou, Weijie Zheng, Yushen Yan, Shengqiong Wu, Wei Ji, Lei Cui, Furu Wei, Hao Fei, Mong-Li Lee, Wynne Hsu
2026	J	`jnl`	VIBEVOICE-ASR Technical Report. CoRR Zhiliang Peng, Jianwei Yu, Yaoyao Chang, Zilong Wang, Li Dong, Yingbo Hao, Yujie Tu, Chenyu Yang, Wenhui Wang, Songchen Xu, Yutao Sun, Hangbo Bao, Weijiang Xu, Yi Zhu, Zehua Wang, Ting Song, Yan Xia, Zewen Chi, Shaohan Huang, Liang Wang, Chuang Ding, Shuai Wang, Xie Chen, Furu Wei
2025	J	`jnl`	11Plus-Bench: Demystifying Multimodal LLM Spatial Reasoning with Cognitive-Inspired Analysis. CoRR Chengzu Li, Wenshan Wu, Huanyu Zhang, Qingtao Li, Zeyu Gao, Yan Xia, José Hernández-Orallo, Ivan Vulic, Furu Wei
2025	J	`jnl`	A Call for New Recipes to Enhance Spatial Reasoning in MLLMs. CoRR Huanyu Zhang, Chengzu Li, Wenshan Wu, Shaoguang Mao, Yan Xia, Ivan Vulic, Zhang Zhang, Liang Wang, Tieniu Tan, Furu Wei
2025	B	`conf`	ALYMPICS: LLM Agents Meet Game Theory. COLING Shaoguang Mao, Yuzhe Cai, Yan Xia, Wenshan Wu, Xun Wang, Fengyi Wang, Qiang Guan, Tao Ge, Furu Wei
2025	A*	`conf`	ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation. ICLR Zongyi Li, Shujie Hu, Shujie Liu, Long Zhou, Jeongsoo Choi, Lingwei Meng, Xun Guo, Jinyu Li, Hefei Ling, Furu Wei
2025	—	`conf`	Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks. ACL (1) Fangru Lin, Shaoguang Mao, Emanuele La Malfa, Valentin Hofmann, Adrian de Wynter, Xun Wang, Si-Qing Chen, Michael J. Wooldridge, Janet B. Pierrehumbert, Furu Wei
2025	—	`conf`	Autoregressive Speech Synthesis without Vector Quantization. ACL (1) Lingwei Meng, Long Zhou, Shujie Liu, Sanyuan Chen, Bing Han, Shujie Hu, Yanqing Liu, Jinyu Li, Sheng Zhao, Xixin Wu, Helen M. Meng, Furu Wei
2025	J	`jnl`	BitNet Distillation. CoRR Xun Wu, Shaohan Huang, Wenhui Wang, Ting Song, Li Dong, Yan Xia, Furu Wei
2025	J	`jnl`	BitNet b1.58 2B4T Technical Report. CoRR Shuming Ma, Hongyu Wang, Shaohan Huang, Xingxing Zhang, Ying Hu, Ting Song, Yan Xia, Furu Wei
2025	J	`jnl`	BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs. CoRR Hongyu Wang, Shuming Ma, Furu Wei
2025	J	`jnl`	BitNet: 1-bit Pre-training for Large Language Models. J. Mach. Learn. Res. Hongyu Wang, Shuming Ma, Lingxiao Ma, Lei Wang, Wenhui Wang, Li Dong, Shaohan Huang, Huaijie Wang, Jilong Xue, Ruiping Wang, Yi Wu, Furu Wei
2025	—	`conf`	Bitnet.cpp: Efficient Edge Inference for Ternary LLMs. ACL (1) Jinheng Wang, Hansong Zhou, Ting Song, Shijie Cao, Yan Xia, Ting Cao, Jianyu Wei, Shuming Ma, Hongyu Wang, Furu Wei
2025	J	`jnl`	Bitnet.cpp: Efficient Edge Inference for Ternary LLMs. CoRR Jinheng Wang, Hansong Zhou, Ting Song, Shijie Cao, Yan Xia, Ting Cao, Jianyu Wei, Shuming Ma, Hongyu Wang, Furu Wei
2025	J	`jnl`	Black-Box On-Policy Distillation of Large Language Models. CoRR Tianzhu Ye, Li Dong, Zewen Chi, Xun Wu, Shaohan Huang, Furu Wei
2025	Misc	`conf`	Boosting Large Language Model for Speech Synthesis: An Empirical Study. ICASSP Hongkun Hao, Long Zhou, Shujie Liu, Jinyu Li, Shujie Hu, Rui Wang, Furu Wei
2025	—	`conf`	Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective. ACL (1) Yiyao Yu, Yuxiang Zhang, Dongdong Zhang, Xiao Liang, Hengyuan Zhang, Xingxing Zhang, Mahmoud Khademi, Hany Hassan Awadalla, Junjie Wang, Yujiu Yang, Furu Wei
2025	J	`jnl`	Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective. CoRR Yiyao Yu, Yuxiang Zhang, Dongdong Zhang, Xiao Liang, Hengyuan Zhang, Xingxing Zhang, Ziyi Yang, Mahmoud Khademi, Hany Awadalla, Junjie Wang, Yujiu Yang, Furu Wei
2025	J	`jnl`	Chain-of-Retrieval Augmented Generation. CoRR Liang Wang, Haonan Chen, Nan Yang, Xiaolong Huang, Zhicheng Dou, Furu Wei
2025	J	`jnl`	Code Aesthetics with Agentic Reward Feedback. CoRR Bang Xiao, Lingjie Jiang, Shaohan Huang, Tengchao Lv, Yupan Huang, Xun Wu, Lei Cui, Furu Wei
2025	—	`conf`	Context-DPO: Aligning Language Models for Context-Faithfulness. ACL (Findings) Baolong Bi, Shaohan Huang, Yiwei Wang, Tianchi Yang, Zihan Zhang, Haizhen Huang, Lingrui Mei, Junfeng Fang, Zehao Li, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Shenghua Liu
2025	A*	`conf`	Data Selection via Optimal Control for Language Models. ICLR Yuxian Gu, Li Dong, Hongning Wang, Yaru Hao, Qingxiu Dong, Furu Wei, Minlie Huang
2025	A*	`conf`	Differential Transformer. ICLR Tianzhu Ye, Li Dong, Yuqing Xia, Yutao Sun, Yi Zhu, Gao Huang, Furu Wei
2025	J	`jnl`	DocReward: A Document Reward Model for Structuring and Stylizing. CoRR Junpeng Liu, Yuzhong Zhao, Bowen Cao, Jiayu Ding, Yilin Jia, Tengchao Lv, Yupan Huang, Shaohan Huang, Nan Yang, Li Dong, Lei Cui, Tao Ge, Xun Wang, Huitian Jiao, Sun Mao, FNU Kartik, Si-Qing Chen, Wai Lam, Furu Wei
2025	J	`jnl`	Efficient RL Training for Reasoning Models via Length-Aware Optimization. CoRR Danlong Yuan, Tian Xie, Shaohan Huang, Zhuocheng Gong, Huishuai Zhang, Chong Luo, Furu Wei, Dongyan Zhao
2025	A*	`conf`	Examining False Positives under Inference Scaling for Mathematical Reasoning. EMNLP Yu Wang, Nan Yang, Liang Wang, Furu Wei, Fuli Feng
2025	J	`jnl`	Examining False Positives under Inference Scaling for Mathematical Reasoning. CoRR Yu Wang, Nan Yang, Liang Wang, Furu Wei
2025	—	`conf`	GeAR: Generation Augmented Retrieval. ACL (Findings) Haoyu Liu, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Furu Wei, Qi Zhang
2025	J	`jnl`	GeAR: Generation Augmented Retrieval. CoRR Haoyu Liu, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Furu Wei, Qi Zhang
2025	A*	`conf`	Generative Representational Instruction Tuning. ICLR Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela
2025	J	`jnl`	Geometric-Mean Policy Optimization. CoRR Yuzhong Zhao, Yue Liu, Junpeng Liu, Jingye Chen, Xun Wu, Yaru Hao, Tengchao Lv, Shaohan Huang, Lei Cui, Qixiang Ye, Fang Wan, Furu Wei
2025	A*	`conf`	Imagine While Reasoning in Space: Multimodal Visualization-of-Thought. ICML Chengzu Li, Wenshan Wu, Huanyu Zhang, Yan Xia, Shaoguang Mao, Li Dong, Ivan Vulic, Furu Wei
2025	J	`jnl`	Imagine while Reasoning in Space: Multimodal Visualization-of-Thought. CoRR Chengzu Li, Wenshan Wu, Huanyu Zhang, Yan Xia, Shaoguang Mao, Li Dong, Ivan Vulic, Furu Wei
2025	J	`jnl`	Information-Preserving Reformulation of Reasoning Traces for Antidistillation. CoRR Jiayu Ding, Lei Cui, Li Dong, Nanning Zheng, Furu Wei
2025	—	`conf`	K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning. NAACL (Long Papers) Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Yan Xia, Man Lan, Furu Wei
2025	J	`jnl`	Latent Sketchpad: Sketching Visual Thoughts to Elicit Multimodal Reasoning in MLLMs. CoRR Huanyu Zhang, Wenshan Wu, Chengzu Li, Ning Shang, Yan Xia, Yangyu Huang, Yifan Zhang, Li Dong, Zhang Zhang, Liang Wang, Tieniu Tan, Furu Wei
2025	J	`jnl`	Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs. CoRR Qibin Wang, Pu Zhao, Shaohan Huang, Fangkai Yang, Lu Wang, Furu Wei, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2025	—	`conf`	Little Giants: Synthesizing High-Quality Embedding Data at Scale. NAACL (Long Papers) Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
2025	J	`jnl`	LongReasonArena: A Long Reasoning Benchmark for Large Language Models. CoRR Jiayu Ding, Shuming Ma, Lei Cui, Nan-Ning Zheng, Furu Wei
2025	—	`conf`	MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark. ACL (1) Qihao Zhao, Yangyu Huang, Tengchao Lv, Lei Cui, Qinzheng Sun, Shaoguang Mao, Xin Zhang, Ying Xin, Qiufeng Yin, Scarlett Li, Furu Wei
2025	J	`jnl`	MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings. CoRR Haonan Chen, Hong Liu, Yuping Luo, Liang Wang, Nan Yang, Furu Wei, Zhicheng Dou
2025	—	`conf`	Model as a Game: On Numerical and Spatial Consistency for Generative Games. ICCVW Jingye Chen, Yuzhong Zhao, Yupan Huang, Lei Cui, Li Dong, Tengchao Lv, Qifeng Chen, Furu Wei
2025	J	`jnl`	Model as a Game: On Numerical and Spatial Consistency for Generative Games. CoRR Jingye Chen, Yuzhong Zhao, Yupan Huang, Lei Cui, Li Dong, Tengchao Lv, Qifeng Chen, Furu Wei
2025	A*	`conf`	NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning. EMNLP Yue Fang, Shaohan Huang, Xin Yu, Haizhen Huang, Zihan Zhang, Weiwei Deng, Furu Wei, Feng Sun, Qi Zhang, Zhi Jin
2025	J	`jnl`	Next Block Prediction: Video Generation via Semi-Autoregressive Modeling. CoRR Shuhuai Ren, Shuming Ma, Xu Sun, Furu Wei
2025	J	`jnl`	On-Policy RL with Optimal Reward Baseline. CoRR Yaru Hao, Li Dong, Xun Wu, Shaohan Huang, Zewen Chi, Furu Wei
2025	A*	`conf`	PEACE: Empowering Geologic Map Holistic Understanding with MLLMs. CVPR Yangyu Huang, Tianyi Gao, Haoran Xu, Qihao Zhao, Yang Song, Zhipeng Gui, Tengchao Lv, Hao Chen, Lei Cui, Scarlett Li, Furu Wei
2025	J	`jnl`	PEACE: Empowering Geologic Map Holistic Understanding with MLLMs. CoRR Yangyu Huang, Tianyi Gao, Haoran Xu, Qihao Zhao, Yang Song, Zhipeng Gui, Tengchao Lv, Hao Chen, Lei Cui, Scarlett Li, Furu Wei
2025	A*	`conf`	Preference Optimization for Reasoning with Pseudo Feedback. ICLR Fangkai Jiao, Geyang Guo, Xingxing Zhang, Nancy F. Chen, Shafiq Joty, Furu Wei
2025	J	`jnl`	QueST: Incentivizing LLMs to Generate Difficult Problems. CoRR Hanxu Hu, Xingxing Zhang, Jannis Vamvas, Rico Sennrich, Furu Wei
2025	J	`jnl`	Reasoning with Exploration: An Entropy Perspective. CoRR Daixuan Cheng, Shaohan Huang, Xuekai Zhu, Bo Dai, Wayne Xin Zhao, Zhenliang Zhang, Furu Wei
2025	J	`jnl`	Rectified Sparse Attention. CoRR Yutao Sun, Tianzhu Ye, Li Dong, Yuqing Xia, Jian Chen, Yizhao Gao, Shijie Cao, Jianyong Wang, Furu Wei
2025	J	`jnl`	Reinforcement Pre-Training. CoRR Qingxiu Dong, Li Dong, Yao Tang, Tianzhu Ye, Yutao Sun, Zhifang Sui, Furu Wei
2025	J	`jnl`	Reward Reasoning Model. CoRR Jiaxin Guo, Zewen Chi, Li Dong, Qingxiu Dong, Xun Wu, Shaohan Huang, Furu Wei
2025	J	`jnl`	Scaling Laws of Synthetic Data for Language Models. CoRR Zeyu Qin, Qingxiu Dong, Xingxing Zhang, Li Dong, Xiaolong Huang, Ziyi Yang, Mahmoud Khademi, Dongdong Zhang, Hany Hassan Awadalla, Yi R. Fung, Weizhu Chen, Minhao Cheng, Furu Wei
2025	A*	`conf`	Scaling Optimal LR Across Token Horizons. ICLR Johan Bjorck, Alon Benhaim, Vishrav Chaudhary, Furu Wei, Xia Song
2025	A*	`conf`	Self-Boosting Large Language Models with Synthetic Preference Data. ICLR Qingxiu Dong, Li Dong, Xingxing Zhang, Zhifang Sui, Furu Wei
2025	A*	`conf`	Semi-Parametric Retrieval via Binary Bag-of-Tokens Index. ICLR Jiawei Zhou, Li Dong, Furu Wei, Lei Chen
2025	—	`conf`	ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework. ACL (1) Hengyuan Zhang, Chenming Shang, Sizhe Wang, Dongdong Zhang, Yiyao Yu, Feng Yao, Renliang Sun, Yujiu Yang, Furu Wei
2025	J	`jnl`	Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. Trans. Mach. Learn. Res. Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei
2025	J	`jnl`	Text to Image Generation with Bidirectional Multiway Transformers. Comput. Vis. Media Hangbo Bao, Li Dong, Songhao Piao, Furu Wei
2025	A*	`conf`	Textual Aesthetics in Large Language Models. EMNLP Lingjie Jiang, Shaohan Huang, Xun Wu, Furu Wei
2025	J	`jnl`	The Era of Agentic Organization: Learning to Organize with Language Models. CoRR Zewen Chi, Li Dong, Qingxiu Dong, Yaru Hao, Xun Wu, Shaohan Huang, Furu Wei
2025	J	`jnl`	Think Only When You Need with Large Hybrid-Reasoning Models. CoRR Lingjie Jiang, Xun Wu, Shaohan Huang, Qingxiu Dong, Zewen Chi, Li Dong, Xingxing Zhang, Tengchao Lv, Lei Cui, Furu Wei
2025	J	`jnl`	Thinking Augmented Pre-training. CoRR Liang Wang, Nan Yang, Shaohan Huang, Li Dong, Furu Wei
2025	J	`jnl`	Towards Stable and Effective Reinforcement Learning for Mixture-of-Experts. CoRR Di Zhang, Xun Wu, Shaohan Huang, Yaru Hao, Li Dong, Zewen Chi, Zhifang Sui, Furu Wei
2025	J	`jnl`	Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning. CoRR Wenkai Yang, Shuming Ma, Yankai Lin, Furu Wei
2025	J	`jnl`	VibeVoice Technical Report. CoRR Zhiliang Peng, Jianwei Yu, Wenhui Wang, Yaoyao Chang, Yutao Sun, Li Dong, Yi Zhu, Weijiang Xu, Hangbo Bao, Zehua Wang, Shaohan Huang, Yan Xia, Furu Wei
2025	J	`jnl`	VisCodex: Unified Multimodal Code Generation via Merging Vision and Coding Models. CoRR Lingjie Jiang, Shaohan Huang, Xun Wu, Yixia Li, Dongdong Zhang, Furu Wei
2025	J	`jnl`	WildLong: Synthesizing Realistic Long-Context Instruction Data at Scale. CoRR Jiaxi Li, Xingxing Zhang, Xun Wang, Xiaolong Huang, Li Dong, Liang Wang, Si-Qing Chen, Wei Lu, Furu Wei
2025	—	`conf`	mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data. ACL (Findings) Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
2025	J	`jnl`	mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data. CoRR Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
2024	J	`jnl`	1-bit AI Infra: Part 1.1, Fast and Lossless BitNet b1.58 Inference on CPUs. CoRR Jinheng Wang, Hansong Zhou, Ting Song, Shaoguang Mao, Shuming Ma, Hongyu Wang, Yan Xia, Furu Wei
2024	J	`jnl`	ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation. CoRR Zongyi Li, Shujie Hu, Shujie Liu, Long Zhou, Jeongsoo Choi, Lingwei Meng, Xun Guo, Jinyu Li, Hefei Ling, Furu Wei
2024	A*	`conf`	Adapting Large Language Models via Reading Comprehension. ICLR Daixuan Cheng, Shaohan Huang, Furu Wei
2024	J	`jnl`	Autoregressive Speech Synthesis without Vector Quantization. CoRR Lingwei Meng, Long Zhou, Shujie Liu, Sanyuan Chen, Bing Han, Shujie Hu, Yanqing Liu, Jinyu Li, Sheng Zhao, Xixin Wu, Helen Meng, Furu Wei
2024	J	`jnl`	BitNet a4.8: 4-bit Activations for 1-bit LLMs. CoRR Hongyu Wang, Shuming Ma, Furu Wei
2024	J	`jnl`	Boosting Large Language Model for Speech Synthesis: An Empirical Study. CoRR Hongkun Hao, Long Zhou, Shujie Liu, Jinyu Li, Shujie Hu, Rui Wang, Furu Wei
2024	A*	`conf`	Boosting Text-to-Video Generative Model with MLLMs Feedback. NeurIPS Xun Wu, Shaohan Huang, Guolong Wang, Jing Xiong, Furu Wei
2024	J	`jnl`	Bootstrap Your Own Context Length. CoRR Liang Wang, Nan Yang, Xingxing Zhang, Xiaolong Huang, Furu Wei
2024	—	`conf`	Calibrating LLM-Based Evaluator. LREC/COLING Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024	A*	`conf`	Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. EMNLP Hongyuan Lu, Haoran Yang, Haoyang Huang, Dongdong Zhang, Wai Lam, Furu Wei
2024	J	`jnl`	Context-DPO: Aligning Language Models for Context-Faithfulness. CoRR Baolong Bi, Shaohan Huang, Yiwei Wang, Tianchi Yang, Zihan Zhang, Haizhen Huang, Lingrui Mei, Junfeng Fang, Zehao Li, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Shenghua Liu
2024	J	`jnl`	Data Selection via Optimal Control for Language Models. CoRR Yuxian Gu, Li Dong, Hongning Wang, Yaru Hao, Qingxiu Dong, Furu Wei, Minlie Huang
2024	J	`jnl`	DeepNet: Scaling Transformers to 1,000 Layers. IEEE Trans. Pattern Anal. Mach. Intell. Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Furu Wei
2024	J	`jnl`	Differential Transformer. CoRR Tianzhu Ye, Li Dong, Yuqing Xia, Yutao Sun, Yi Zhu, Gao Huang, Furu Wei
2024	J	`jnl`	Direct Preference Knowledge Distillation for Large Language Models. CoRR Yixing Li, Yuxian Gu, Li Dong, Dequan Wang, Yu Cheng, Furu Wei
2024	J	`jnl`	Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning. CoRR Yadong Zhang, Shaoguang Mao, Wenshan Wu, Yan Xia, Tao Ge, Man Lan, Furu Wei
2024	A*	`conf`	Fine-Tuning LLaMA for Multi-Stage Text Retrieval. SIGIR Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin
2024	J	`jnl`	Fine-tuning pretrained transformer encoders for sequence-to-sequence learning. Int. J. Mach. Learn. Cybern. Hangbo Bao, Li Dong, Wenhui Wang, Nan Yang, Songhao Piao, Furu Wei
2024	J	`jnl`	Generative Representational Instruction Tuning. CoRR Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela
2024	J	`jnl`	Generic-to-Specific Distillation of Masked Autoencoders. IEEE Trans. Circuits Syst. Video Technol. Wei Huang, Zhiliang Peng, Li Dong, Furu Wei, Qixiang Ye, Jianbin Jiao
2024	A*	`conf`	Grounding Multimodal Large Language Models to the World. ICLR Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Qixiang Ye, Furu Wei
2024	—	`conf`	HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition. ACL (1) Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024	J	`jnl`	HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition. CoRR Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024	J	`jnl`	Improving Domain Adaptation through Extended-Text Reading Comprehension. CoRR Ting Jiang, Shaohan Huang, Shengyue Luo, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Deqing Wang, Fuzhen Zhuang
2024	—	`conf`	Improving Text Embeddings with Large Language Models. ACL (1) Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2024	J	`jnl`	Improving Text Embeddings with Large Language Models. CoRR Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2024	A*	`conf`	In-context Autoencoder for Context Compression in a Large Language Model. ICLR Tao Ge, Jing Hu, Lei Wang, Xun Wang, Si-Qing Chen, Furu Wei
2024	A*	`conf`	Instruction Pre-Training: Language Models are Supervised Multitask Learners. EMNLP Daixuan Cheng, Yuxian Gu, Shaohan Huang, Junyu Bi, Minlie Huang, Furu Wei
2024	J	`jnl`	Instruction Pre-Training: Language Models are Supervised Multitask Learners. CoRR Daixuan Cheng, Yuxian Gu, Shaohan Huang, Junyu Bi, Minlie Huang, Furu Wei
2024	J	`jnl`	K-Level Reasoning with Large Language Models. CoRR Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Yan Xia, Man Lan, Furu Wei
2024	A	`conf`	KOSMOS-E : Learning to Follow Instruction for Robotic Grasping. IROS Zhi Wang, Xun Wu, Shaohan Huang, Li Dong, Wenhui Wang, Shuming Ma, Furu Wei
2024	A*	`conf`	Kosmos-G: Generating Images in Context with Multimodal Large Language Models. ICLR Xichen Pan, Li Dong, Shaohan Huang, Zhiliang Peng, Wenhu Chen, Furu Wei
2024	J	`jnl`	LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models. CoRR Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Adrian de Wynter, Yan Xia, Wenshan Wu, Ting Song, Man Lan, Furu Wei
2024	—	`conf`	Language Models as Inductive Reasoners. EACL (1) Zonglin Yang, Li Dong, Xinya Du, Hao Cheng, Erik Cambria, Xiaodong Liu, Jianfeng Gao, Furu Wei
2024	—	`conf`	Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models. ACL (1) Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen
2024	J	`jnl`	Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models. CoRR Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen
2024	A*	`conf`	Learning to Rank in Generative Retrieval. AAAI Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
2024	—	`conf`	Learning to Retrieve In-Context Examples for Large Language Models. EACL (1) Liang Wang, Nan Yang, Furu Wei
2024	J	`jnl`	Little Giants: Synthesizing High-Quality Embedding Data at Scale. CoRR Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
2024	A*	`conf`	LongEmbed: Extending Embedding Models for Long Context Retrieval. EMNLP Dawei Zhu, Liang Wang, Nan Yang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
2024	J	`jnl`	LongEmbed: Extending Embedding Models for Long Context Retrieval. CoRR Dawei Zhu, Liang Wang, Nan Yang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
2024	—	`conf`	Low-code LLM: Graphical User Interface over Large Language Models. NAACL (Demonstrations) Yuzhe Cai, Shaoguang Mao, Wenshan Wu, Zehua Wang, Yaobo Liang, Tao Ge, Chenfei Wu, Wang You, Ting Song, Yan Xia, Nan Duan, Furu Wei
2024	J	`jnl`	MH-MoE: Multi-Head Mixture-of-Experts. CoRR Shaohan Huang, Xun Wu, Shuming Ma, Furu Wei
2024	J	`jnl`	MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark. CoRR Qihao Zhao, Yangyu Huang, Tengchao Lv, Lei Cui, Qinzheng Sun, Shaoguang Mao, Xingxing Zhang, Ying Xin, Qiufeng Yin, Scarlett Li, Furu Wei
2024	A*	`conf`	MathScale: Scaling Instruction Tuning for Mathematical Reasoning. ICML Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei
2024	J	`jnl`	MathScale: Scaling Instruction Tuning for Mathematical Reasoning. CoRR Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei
2024	J	`jnl`	Meta Reasoning for Large Language Models. CoRR Peizhong Gao, Ao Xie, Shaoguang Mao, Wenshan Wu, Yan Xia, Haipeng Mi, Furu Wei
2024	A*	`conf`	Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models. NeurIPS Wenshan Wu, Shaoguang Mao, Yadong Zhang, Yan Xia, Li Dong, Lei Cui, Furu Wei
2024	A*	`conf`	MiniLLM: Knowledge Distillation of Large Language Models. ICLR Yuxian Gu, Li Dong, Furu Wei, Minlie Huang
2024	A*	`conf`	Mixture of LoRA Experts. ICLR Xun Wu, Shaohan Huang, Furu Wei
2024	J	`jnl`	Mixture of LoRA Experts. CoRR Xun Wu, Shaohan Huang, Furu Wei
2024	J	`jnl`	MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning. CoRR Ting Jiang, Shaohan Huang, Shengyue Luo, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Deqing Wang, Fuzhen Zhuang
2024	A*	`conf`	Multi-Head Mixture-of-Experts. NeurIPS Xun Wu, Shaohan Huang, Wenhui Wang, Shuming Ma, Li Dong, Furu Wei
2024	J	`jnl`	Multi-Head Mixture-of-Experts. CoRR Xun Wu, Shaohan Huang, Wenhui Wang, Furu Wei
2024	J	`jnl`	Multilingual E5 Text Embeddings: A Technical Report. CoRR Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2024	J	`jnl`	Multimodal Large Language Model is a Human-Aligned Annotator for Text-to-Image Generation. CoRR Xun Wu, Shaohan Huang, Furu Wei
2024	A*	`conf`	Multimodal Large Language Models Make Text-to-Image Generative Models Align Better. NeurIPS Xun Wu, Shaohan Huang, Guolong Wang, Jing Xiong, Furu Wei
2024	J	`jnl`	Multimodal Latent Language Modeling with Next-Token Diffusion. CoRR Yutao Sun, Hangbo Bao, Wenhui Wang, Zhiliang Peng, Li Dong, Shaohan Huang, Jianyong Wang, Furu Wei
2024	—	`conf`	Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References. NAACL-HLT Tianyi Tang, Hongyuan Lu, Yuchen Jiang, Haoyang Huang, Dongdong Zhang, Wayne Xin Zhao, Tom Kocmi, Furu Wei
2024	J	`jnl`	One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks. CoRR Fangru Lin, Shaoguang Mao, Emanuele La Malfa, Valentin Hofmann, Adrian de Wynter, Jing Yao, Si-Qing Chen, Michael J. Wooldridge, Furu Wei
2024	A*	`conf`	PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training. ICLR Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
2024	J	`jnl`	Preference Optimization for Reasoning with Pseudo Feedback. CoRR Fangkai Jiao, Geyang Guo, Xingxing Zhang, Nancy F. Chen, Shafiq Joty, Furu Wei
2024	J	`jnl`	Q-Sparse: All Large Language Models can be Fully Sparsely-Activated. CoRR Hongyu Wang, Shuming Ma, Ruiping Wang, Furu Wei
2024	J	`jnl`	RedStone: Curating General, Code, Math, and QA Data for Large Language Models. CoRR Yaoyao Chang, Lei Cui, Li Dong, Shaohan Huang, Yangyu Huang, Yupan Huang, Scarlett Li, Tengchao Lv, Shuming Ma, Qinzheng Sun, Wenhui Wang, Furu Wei, Ying Xin, Mao Yang, Qiufeng Yin, Xingxing Zhang
2024	—	`conf`	ResLoRA: Identity Residual Mapping in Low-Rank Adaption. ACL (Findings) Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024	J	`jnl`	ResLoRA: Identity Residual Mapping in Low-Rank Adaption. CoRR Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024	—	`conf`	Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models. ACL (1) Liang Zhang, Qin Jin, Haoyang Huang, Dongdong Zhang, Furu Wei
2024	—	`conf`	Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation. EACL (Findings) Hongyuan Lu, Haoyang Huang, Dongdong Zhang, Furu Wei, Wai Lam
2024	—	`conf`	SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. ACL (Findings) Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan
2024	J	`jnl`	Scaling Optimal LR Across Token Horizon. CoRR Johan Bjorck, Alon Benhaim, Vishrav Chaudhary, Furu Wei, Xia Song
2024	J	`jnl`	Se CoRR Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang
2024	J	`jnl`	Self-Boosting Large Language Models with Synthetic Preference Data. CoRR Qingxiu Dong, Li Dong, Xingxing Zhang, Zhifang Sui, Furu Wei
2024	J	`jnl`	Semi-Parametric Retrieval via Binary Token Index. CoRR Jiawei Zhou, Li Dong, Furu Wei, Lei Chen
2024	—	`conf`	Se²: Sequential Example Selection for In-Context Learning. ACL (Findings) Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang
2024	J	`jnl`	ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Contrastive Framework. CoRR Hengyuan Zhang, Chenming Shang, Sizhe Wang, Dongdong Zhang, Feng Yao, Renliang Sun, Yiyao Yu, Yujiu Yang, Furu Wei
2024	J	`jnl`	SpeechLM: Enhanced Speech Pre-Training With Unpaired Textual Data. IEEE ACM Trans. Audio Speech Lang. Process. Ziqiang Zhang, Sanyuan Chen, Long Zhou, Yu Wu, Shuo Ren, Shujie Liu, Zhuoyuan Yao, Xun Gong, Li-Rong Dai, Jinyu Li, Furu Wei
2024	J	`jnl`	Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. CoRR Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei
2024	A*	`conf`	Text Diffusion with Reinforced Conditioning. AAAI Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024	J	`jnl`	Text Diffusion with Reinforced Conditioning. CoRR Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024	—	`conf`	TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering. ECCV (5) Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
2024	J	`jnl`	Textual Aesthetics in Large Language Models. CoRR Lingjie Jiang, Shaohan Huang, Xun Wu, Furu Wei
2024	J	`jnl`	The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits. CoRR Shuming Ma, Hongyu Wang, Lingxiao Ma, Lei Wang, Wenhui Wang, Shaohan Huang, Li Dong, Ruiping Wang, Jilong Xue, Furu Wei
2024	J	`jnl`	Towards Optimal Learning of Language Models. CoRR Yuxian Gu, Li Dong, Yaru Hao, Qingxiu Dong, Minlie Huang, Furu Wei
2024	—	`conf`	Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration. NAACL-HLT Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji
2024	J	`jnl`	VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers. CoRR Sanyuan Chen, Shujie Liu, Long Zhou, Yanqing Liu, Xu Tan, Jinyu Li, Sheng Zhao, Yao Qian, Furu Wei
2024	J	`jnl`	VALL-E R: Robust and Efficient Zero-Shot Text-to-Speech Synthesis via Monotonic Alignment. CoRR Bing Han, Long Zhou, Shujie Liu, Sanyuan Chen, Lingwei Meng, Yanming Qian, Yanqing Liu, Sheng Zhao, Jinyu Li, Furu Wei
2024	J	`jnl`	VatLM: Visual-Audio-Text Pre-Training With Unified Masked Prediction for Speech Representation Learning. IEEE Trans. Multim. Qiushi Zhu, Long Zhou, Ziqiang Zhang, Shujie Liu, Binxing Jiao, Jie Zhang, Li-Rong Dai, Daxin Jiang, Jinyu Li, Furu Wei
2024	J	`jnl`	VioLA: Conditional Language Models for Speech Recognition, Synthesis, and Translation. IEEE ACM Trans. Audio Speech Lang. Process. Tianrui Wang, Long Zhou, Ziqiang Zhang, Yu Wu, Shujie Liu, Yashesh Gaur, Zhuo Chen, Jinyu Li, Furu Wei
2024	J	`jnl`	Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models. CoRR Wenshan Wu, Shaoguang Mao, Yadong Zhang, Yan Xia, Li Dong, Lei Cui, Furu Wei
2024	—	`conf`	WavLLM: Towards Robust and Adaptive Speech Large Language Model. EMNLP (Findings) Shujie Hu, Long Zhou, Shujie Liu, Sanyuan Chen, Lingwei Meng, Hongkun Hao, Jing Pan, Xunying Liu, Jinyu Li, Sunit Sivasankaran, Linquan Liu, Furu Wei
2024	J	`jnl`	WavLLM: Towards Robust and Adaptive Speech Large Language Model. CoRR Shujie Hu, Long Zhou, Shujie Liu, Sanyuan Chen, Hongkun Hao, Jing Pan, Xunying Liu, Jinyu Li, Sunit Sivasankaran, Linquan Liu, Furu Wei
2024	A*	`conf`	You Only Cache Once: Decoder-Decoder Architectures for Language Models. NeurIPS Yutao Sun, Li Dong, Yi Zhu, Shaohan Huang, Wenhui Wang, Shuming Ma, Quanlu Zhang, Jianyong Wang, Furu Wei
2024	J	`jnl`	You Only Cache Once: Decoder-Decoder Architectures for Language Models. CoRR Yutao Sun, Li Dong, Yi Zhu, Shaohan Huang, Wenhui Wang, Shuming Ma, Quanlu Zhang, Jianyong Wang, Furu Wei
2024	A*	`conf`	xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token. NeurIPS Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao
2024	J	`jnl`	xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token. CoRR Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao
2023	—	`conf`	A Length-Extrapolatable Transformer. ACL (1) Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei
2023	J	`jnl`	A Unified View of Masked Image Modeling. Trans. Mach. Learn. Res. Zhiliang Peng, Li Dong, Hangbo Bao, Furu Wei, Qixiang Ye
2023	J	`jnl`	ALYMPICS: Language Agents Meet Game Theory. CoRR Shaoguang Mao, Yuzhe Cai, Yan Xia, Wenshan Wu, Xun Wang, Fengyi Wang, Tao Ge, Furu Wei
2023	J	`jnl`	Adapting Large Language Models via Reading Comprehension. CoRR Daixuan Cheng, Shaohan Huang, Furu Wei
2023	A*	`conf`	Are More Layers Beneficial to Graph Transformers? ICLR Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei
2023	J	`jnl`	Are More Layers Beneficial to Graph Transformers? CoRR Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei
2023	A*	`conf`	Augmenting Language Models with Long-Term Memory. NeurIPS Weizhi Wang, Li Dong, Hao Cheng, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei
2023	J	`jnl`	Augmenting Language Models with Long-Term Memory. CoRR Weizhi Wang, Li Dong, Hao Cheng, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei
2023	J	`jnl`	Auto-ICL: In-Context Learning without Human Supervision. CoRR Jinghan Yang, Shuming Ma, Furu Wei
2023	A*	`conf`	BEATs: Audio Pre-Training with Acoustic Tokenizers. ICML Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Wanxiang Che, Xiangzhan Yu, Furu Wei
2023	—	`conf`	Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning. ACL (1) Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song
2023	J	`jnl`	BitNet: Scaling 1-bit Transformers for Large Language Models. CoRR Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Huaijie Wang, Lingxiao Ma, Fan Yang, Ruiping Wang, Yi Wu, Furu Wei
2023	J	`jnl`	Calibrating LLM-Based Evaluator. CoRR Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2023	J	`jnl`	Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. CoRR Hongyuan Lu, Haoyang Huang, Dongdong Zhang, Haoran Yang, Wai Lam, Furu Wei
2023	A*	`conf`	Corrupted Image Modeling for Self-Supervised Visual Pre-Training. ICLR Yuxin Fang, Li Dong, Hangbo Bao, Xinggang Wang, Furu Wei
2023	A*	`conf`	Democratizing Reasoning Ability: Tailored Learning from Large Language Model. EMNLP Zhaoyang Wang, Shaohan Huang, Yuxuan Liu, Jiahai Wang, Minghui Song, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2023	J	`jnl`	Democratizing Reasoning Ability: Tailored Learning from Large Language Model. CoRR Zhaoyang Wang, Shaohan Huang, Yuxuan Liu, Jiahai Wang, Minghui Song, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2023	—	`conf`	Dual-Alignment Pre-training for Cross-lingual Sentence Embedding. ACL (1) Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou, Haizhen Huang, Jian Jiao, Furu Wei, Weiwei Deng, Qi Zhang
2023	J	`jnl`	Dual-Alignment Pre-training for Cross-lingual Sentence Embedding. CoRR Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou, Haizhen Huang, Jian Jiao, Furu Wei, Weiwei Deng, Qi Zhang
2023	J	`jnl`	EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form Narrative Text Generation. CoRR Wang You, Wenshan Wu, Yaobo Liang, Shaoguang Mao, Chenfei Wu, Maosong Cao, Yuzhe Cai, Yiduo Guo, Yan Xia, Furu Wei, Nan Duan
2023	A*	`conf`	Extensible Prompts for Language Models on Zero-shot Language Style Customization. NeurIPS Tao Ge, Jing Hu, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei
2023	J	`jnl`	Fine-Tuning LLaMA for Multi-Stage Text Retrieval. CoRR Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin
2023	J	`jnl`	GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. Jian Yang, Yuwei Yin, Liqun Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Furu Wei, Zhoujun Li
2023	—	`conf`	GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator. ACL (1) Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Furu Wei, Zhoujun Li
2023	J	`jnl`	Generative retrieval for conversational question answering. Inf. Process. Manag. Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
2023	A*	`conf`	Generic-to-Specific Distillation of Masked Autoencoders. CVPR Wei Huang, Zhiliang Peng, Li Dong, Furu Wei, Jianbin Jiao, Qixiang Ye
2023	J	`jnl`	Generic-to-Specific Distillation of Masked Autoencoders. CoRR Wei Huang, Zhiliang Peng, Li Dong, Furu Wei, Jianbin Jiao, Qixiang Ye
2023	—	`conf`	HanoiT: Enhancing Context-aware Translation via Selective Context. DASFAA (3) Jian Yang, Yuwei Yin, Shuming Ma, Liqun Yang, Hongcheng Guo, Haoyang Huang, Dongdong Zhang, Yutao Zeng, Zhoujun Li, Furu Wei
2023	J	`jnl`	HanoiT: Enhancing Context-aware Translation via Selective Context. CoRR Jian Yang, Yuwei Yin, Shuming Ma, Liqun Yang, Hongcheng Guo, Haoyang Huang, Dongdong Zhang, Yutao Zeng, Zhoujun Li, Furu Wei
2023	A*	`conf`	Image as a Foreign Language: BEIT Pretraining for Vision and Vision-Language Tasks. CVPR Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei
2023	J	`jnl`	In-context Autoencoder for Context Compression in a Large Language Model. CoRR Tao Ge, Jing Hu, Xun Wang, Si-Qing Chen, Furu Wei
2023	J	`jnl`	Inference with Reference: Lossless Acceleration of Large Language Models. CoRR Nan Yang, Tao Ge, Liang Wang, Binxing Jiao, Daxin Jiang, Linjun Yang, Rangan Majumder, Furu Wei
2023	Misc	`conf`	Joint Pre-Training with Speech and Bilingual Text for Direct Speech to Speech Translation. ICASSP Kun Wei, Long Zhou, Ziqiang Zhang, Liping Chen, Shujie Liu, Lei He, Jinyu Li, Furu Wei
2023	J	`jnl`	Knowledge Distillation of Large Language Models. CoRR Yuxian Gu, Li Dong, Furu Wei, Minlie Huang
2023	J	`jnl`	Kosmos-2.5: A Multimodal Literate Model. CoRR Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei
2023	J	`jnl`	Kosmos-2: Grounding Multimodal Large Language Models to the World. CoRR Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Furu Wei
2023	J	`jnl`	Kosmos-G: Generating Images in Context with Multimodal Large Language Models. CoRR Xichen Pan, Li Dong, Shaohan Huang, Zhiliang Peng, Wenhu Chen, Furu Wei
2023	A*	`conf`	Language Is Not All You Need: Aligning Perception with Language Models. NeurIPS Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Nils Johan Bertil Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
2023	J	`jnl`	Language Is Not All You Need: Aligning Perception with Language Models. CoRR Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
2023	J	`jnl`	Large Language Model for Science: A Study on P vs. NP. CoRR Qingxiu Dong, Li Dong, Ke Xu, Guangyan Zhou, Yaru Hao, Zhifang Sui, Furu Wei
2023	J	`jnl`	Large Search Model: Redefining Search Stack in the Era of LLMs. CoRR Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2023	J	`jnl`	Large Search Model: Redefining Search Stack in the Era of LLMs. SIGIR Forum Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei
2023	J	`jnl`	Learning to Rank in Generative Retrieval. CoRR Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
2023	J	`jnl`	Learning to Retrieve In-Context Examples for Large Language Models. CoRR Liang Wang, Nan Yang, Furu Wei
2023	J	`jnl`	LongNet: Scaling Transformers to 1, 000, 000, 000 Tokens. CoRR Jiayu Ding, Shuming Ma, Li Dong, Xingxing Zhang, Shaohan Huang, Wenhui Wang, Nanning Zheng, Furu Wei
2023	A*	`conf`	Magneto: A Foundation Transformer. ICML Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei
2023	A*	`conf`	MoEC: Mixture of Expert Clusters. AAAI Yuan Xie, Shaohan Huang, Tianyu Chen, Furu Wei
2023	—	`conf`	Multiview Identifiers Enhanced Generative Retrieval. ACL (1) Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
2023	J	`jnl`	Multiview Identifiers Enhanced Generative Retrieval. CoRR Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
2023	J	`jnl`	Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers. CoRR Chengyi Wang, Sanyuan Chen, Yu Wu, Ziqiang Zhang, Long Zhou, Shujie Liu, Zhuo Chen, Yanqing Liu, Huaming Wang, Jinyu Li, Lei He, Sheng Zhao, Furu Wei
2023	A*	`conf`	Non-Contrastive Learning Meets Language-Image Pre-Training. CVPR Jinghao Zhou, Li Dong, Zhe Gan, Lijuan Wang, Furu Wei
2023	—	`conf`	Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting. EMNLP (Findings) Haoyang Huang, Tianyi Tang, Dongdong Zhang, Xin Zhao, Ting Song, Yan Xia, Furu Wei
2023	J	`jnl`	Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting. CoRR Haoyang Huang, Tianyi Tang, Dongdong Zhang, Wayne Xin Zhao, Ting Song, Yan Xia, Furu Wei
2023	J	`jnl`	Not All Metrics Are Guilty: Improving NLG Evaluation with LLM Paraphrasing. CoRR Tianyi Tang, Hongyuan Lu, Yuchen Eleanor Jiang, Haoyang Huang, Dongdong Zhang, Wayne Xin Zhao, Furu Wei
2023	—	`conf`	On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation. ACL (Findings) Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang
2023	J	`jnl`	On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation. CoRR Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang
2023	A*	`conf`	On the Pareto Front of Multilingual Neural Machine Translation. NeurIPS Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang
2023	J	`jnl`	On the Pareto Front of Multilingual Neural Machine Translation. CoRR Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang
2023	J	`jnl`	One-stop Training of Multiple Capacity Models. CoRR Lan Jiang, Haoyang Huang, Dongdong Zhang, Rui Jiang, Furu Wei
2023	A*	`conf`	Optimizing Prompts for Text-to-Image Generation. NeurIPS Yaru Hao, Zewen Chi, Li Dong, Furu Wei
2023	J	`jnl`	PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training. CoRR Dawei Zhu, Nan Yang, Liang Wang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
2023	—	`conf`	Pre-Training to Learn in Context. ACL (1) Yuxian Gu, Li Dong, Furu Wei, Minlie Huang
2023	J	`jnl`	Pre-Training to Learn in Context. CoRR Yuxian Gu, Li Dong, Furu Wei, Minlie Huang
2023	—	`conf`	Pre-training Language Model as a Multi-perspective Course Learner. ACL (Findings) Beiduo Chen, Shaohan Huang, Zihan Zhang, Wu Guo, Zhenhua Ling, Haizhen Huang, Furu Wei, Weiwei Deng, Qi Zhang
2023	J	`jnl`	Pre-training Language Model as a Multi-perspective Course Learner. CoRR Beiduo Chen, Shaohan Huang, Zihan Zhang, Wu Guo, Zhenhua Ling, Haizhen Huang, Furu Wei, Weiwei Deng, Qi Zhang
2023	A*	`conf`	Prototypical Calibration for Few-shot Learning of Language Models. ICLR Zhixiong Han, Yaru Hao, Li Dong, Yutao Sun, Furu Wei
2023	A*	`conf`	Query2doc: Query Expansion with Large Language Models. EMNLP Liang Wang, Nan Yang, Furu Wei
2023	J	`jnl`	Query2doc: Query Expansion with Large Language Models. CoRR Liang Wang, Nan Yang, Furu Wei
2023	J	`jnl`	Retentive Network: A Successor to Transformer for Large Language Models. CoRR Yutao Sun, Li Dong, Shaohan Huang, Shuming Ma, Yuqing Xia, Jilong Xue, Jianyong Wang, Furu Wei
2023	J	`jnl`	SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. CoRR Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan
2023	J	`jnl`	Semiparametric Language Models Are Scalable Continual Learners. CoRR Guangyue Peng, Tao Ge, Si-Qing Chen, Furu Wei, Houfeng Wang
2023	—	`conf`	SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval. ACL (1) Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei
2023	J	`jnl`	Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language Modeling. CoRR Ziqiang Zhang, Long Zhou, Chengyi Wang, Sanyuan Chen, Yu Wu, Shujie Liu, Zhuo Chen, Yanqing Liu, Huaming Wang, Jinyu Li, Lei He, Sheng Zhao, Furu Wei
2023	—	`conf`	Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation. EMNLP (Findings) Heming Xia, Tao Ge, Peiyi Wang, Si-Qing Chen, Furu Wei, Zhifang Sui
2023	A*	`conf`	Syllogistic Reasoning for Legal Judgment Analysis. EMNLP Wentao Deng, Jiahuan Pei, Keyi Kong, Zhe Chen, Furu Wei, Yujun Li, Zhaochun Ren, Zhumin Chen, Pengjie Ren
2023	—	`conf`	TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets. EMNLP (Findings) Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Zhaochuan Gao, Anthony Aue, Arul Menezes, Furu Wei
2023	J	`jnl`	TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering. CoRR Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
2023	A*	`conf`	TextDiffuser: Diffusion Models as Text Painters. NeurIPS Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
2023	J	`jnl`	TextDiffuser: Diffusion Models as Text Painters. CoRR Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei
2023	A*	`conf`	TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models. AAAI Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Zhoujun Li, Furu Wei
2023	—	`conf`	Tuna: Instruction Tuning using Feedback from Large Language Models. EMNLP (Findings) Haoran Li, Yiran Liu, Xingxing Zhang, Wei Lu, Furu Wei
2023	J	`jnl`	Tuna: Instruction Tuning using Feedback from Large Language Models. CoRR Haoran Li, Yiran Liu, Xingxing Zhang, Wei Lu, Furu Wei
2023	A*	`conf`	UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation. EMNLP Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Weiwei Deng, Qi Zhang
2023	J	`jnl`	UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation. CoRR Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Denvy Deng, Qi Zhang
2023	J	`jnl`	Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration. CoRR Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji
2023	J	`jnl`	VioLA: Unified Codec Language Models for Speech Recognition, Synthesis, and Translation. CoRR Tianrui Wang, Long Zhou, Ziqiang Zhang, Yu Wu, Shujie Liu, Yashesh Gaur, Zhuo Chen, Jinyu Li, Furu Wei
2023	A*	`conf`	Visually-Augmented Language Modeling. ICLR Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei
2023	J	`jnl`	WavMark: Watermarking for Audio Generation. CoRR Guangyu Chen, Yu Wu, Shujie Liu, Tao Liu, Xiaoyong Du, Furu Wei
2023	J	`jnl`	When an Image is Worth 1, 024 x 1, 024 Words: A Case Study in Computational Pathology. CoRR Wenhui Wang, Shuming Ma, Hanwen Xu, Naoto Usuyama, Jiayu Ding, Hoifung Poon, Furu Wei
2023	—	`conf`	Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers. ACL (Findings) Damai Dai, Yutao Sun, Li Dong, Yaru Hao, Shuming Ma, Zhifang Sui, Furu Wei
2022	J	`jnl`	A Length-Extrapolatable Transformer. CoRR Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei
2022	J	`jnl`	A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models. CoRR Da Yin, Li Dong, Hao Cheng, Xiaodong Liu, Kai-Wei Chang, Furu Wei, Jianfeng Gao
2022	A*	`conf`	A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model. IJCAI Xin Sun, Tao Ge, Shuming Ma, Jingjing Li, Furu Wei, Houfeng Wang
2022	J	`jnl`	A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model. CoRR Xin Sun, Tao Ge, Shuming Ma, Jingjing Li, Furu Wei, Houfeng Wang
2022	J	`jnl`	A Unified View of Masked Image Modeling. CoRR Zhiliang Peng, Li Dong, Hangbo Bao, Qixiang Ye, Furu Wei
2022	—	`conf`	Attention Temperature Matters in Abstractive Summarization Distillation. ACL (1) Shengqiang Zhang, Xingxing Zhang, Hangbo Bao, Furu Wei
2022	J	`jnl`	BEATs: Audio Pre-Training with Acoustic Tokenizers. CoRR Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Furu Wei
2022	J	`jnl`	BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers. CoRR Zhiliang Peng, Li Dong, Hangbo Bao, Qixiang Ye, Furu Wei
2022	A*	`conf`	BEiT: BERT Pre-Training of Image Transformers. ICLR Hangbo Bao, Li Dong, Songhao Piao, Furu Wei
2022	J	`jnl`	Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning. CoRR Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song
2022	—	`conf`	CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment. ACL (1) Haoyu Song, Li Dong, Weinan Zhang, Ting Liu, Furu Wei
2022	J	`jnl`	CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment. CoRR Haoyu Song, Li Dong, Wei-Nan Zhang, Ting Liu, Furu Wei
2022	—	`conf`	CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation. EMNLP (Findings) Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei
2022	J	`jnl`	CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation. CoRR Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei
2022	—	`conf`	Controllable Natural Language Generation with Contrastive Prefixes. ACL (Findings) Jing Qian, Li Dong, Yelong Shen, Furu Wei, Weizhu Chen
2022	J	`jnl`	Controllable Natural Language Generation with Contrastive Prefixes. CoRR Jing Qian, Li Dong, Yelong Shen, Furu Wei, Weizhu Chen
2022	J	`jnl`	Corrupted Image Modeling for Self-Supervised Visual Pre-Training. CoRR Yuxin Fang, Li Dong, Hangbo Bao, Xinggang Wang, Furu Wei
2022	J	`jnl`	DeepNet: Scaling Transformers to 1, 000 Layers. CoRR Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Furu Wei
2022	A*	`conf`	DiT: Self-supervised Pre-training for Document Image Transformer. ACM Multimedia Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
2022	J	`jnl`	DiT: Self-supervised Pre-training for Document Image Transformer. CoRR Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
2022	A*	`conf`	Distilled Dual-Encoder Model for Vision-Language Understanding. EMNLP Zekun Wang, Wenhui Wang, Haichao Zhu, Ming Liu, Bing Qin, Furu Wei
2022	A*	`conf`	EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation. EMNLP Tao Ge, Si-Qing Chen, Furu Wei
2022	J	`jnl`	EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation. CoRR Tao Ge, Furu Wei
2022	J	`jnl`	Extensible Prompts for Language Models. CoRR Tao Ge, Jing Hu, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei
2022	J	`jnl`	Foundation Transformers. CoRR Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei
2022	J	`jnl`	GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation. CoRR Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Furu Wei, Zhoujun Li
2022	J	`jnl`	GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator. CoRR Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Zhoujun Li, Furu Wei
2022	J	`jnl`	HLT-MT: High-resource Language-specific Training for Multilingual Neural Machine Translation. CoRR Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, Furu Wei
2022	A*	`conf`	High-resource Language-specific Training for Multilingual Neural Machine Translation. IJCAI Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, Furu Wei
2022	J	`jnl`	Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks. CoRR Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei
2022	J	`jnl`	Joint Pre-Training with Speech and Bilingual Text for Direct Speech to Speech Translation. CoRR Kun Wei, Long Zhou, Ziqiang Zhang, Liping Chen, Shujie Liu, Lei He, Jinyu Li, Furu Wei
2022	—	`conf`	Kformer: Knowledge Injection in Transformer Feed-Forward Layers. NLPCC (1) Yunzhi Yao, Shaohan Huang, Li Dong, Furu Wei, Huajun Chen, Ningyu Zhang
2022	J	`jnl`	Kformer: Knowledge Injection in Transformer Feed-Forward Layers. CoRR Yunzhi Yao, Shaohan Huang, Ningyu Zhang, Li Dong, Furu Wei, Huajun Chen
2022	—	`conf`	Knowledge Neurons in Pretrained Transformers. ACL (1) Damai Dai, Li Dong, Yaru Hao, Zhifang Sui, Baobao Chang, Furu Wei
2022	J	`jnl`	LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation. CoRR Hongcheng Guo, Jiaheng Liu, Haoyang Huang, Jian Yang, Zhoujun Li, Dongdong Zhang, Furu Wei
2022	J	`jnl`	Language Models are General-Purpose Interfaces. CoRR Yaru Hao, Haoyu Song, Li Dong, Shaohan Huang, Zewen Chi, Wenhui Wang, Shuming Ma, Furu Wei
2022	J	`jnl`	Language Models as Inductive Reasoners. CoRR Zonglin Yang, Li Dong, Xinya Du, Hao Cheng, Erik Cambria, Xiaodong Liu, Jianfeng Gao, Furu Wei
2022	J	`jnl`	Latent Prompt Tuning for Text Summarization. CoRR Yubo Zhang, Xingxing Zhang, Xun Wang, Si-Qing Chen, Furu Wei
2022	A*	`conf`	LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking. ACM Multimedia Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
2022	J	`jnl`	LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking. CoRR Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei
2022	J	`jnl`	Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval. CoRR Zehan Li, Nan Yang, Liang Wang, Furu Wei
2022	J	`jnl`	Lossless Acceleration for Seq2seq Generation with Aggressive Decoding. CoRR Tao Ge, Heming Xia, Xin Sun, Si-Qing Chen, Furu Wei
2022	J	`jnl`	Lossless Speedup of Autoregressive Translation with Generalized Aggressive Decoding. CoRR Heming Xia, Tao Ge, Furu Wei, Zhifang Sui
2022	—	`conf`	MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding. ACL (1) Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
2022	J	`jnl`	MoEC: Mixture of Expert Clusters. CoRR Yuan Xie, Shaohan Huang, Tianyu Chen, Furu Wei
2022	J	`jnl`	Momentum Calibration for Text Generation. CoRR Xingxing Zhang, Yiran Liu, Xun Wang, Pengcheng He, Yang Yu, Si-Qing Chen, Wayne Xiong, Furu Wei
2022	—	`conf`	Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization. ACL (1) Ruipeng Jia, Xingxing Zhang, Yanan Cao, Zheng Lin, Shi Wang, Furu Wei
2022	J	`jnl`	Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization. CoRR Ruipeng Jia, Xingxing Zhang, Yanan Cao, Shi Wang, Zheng Lin, Furu Wei
2022	J	`jnl`	Non-Contrastive Learning Meets Language-Image Pre-Training. CoRR Jinghao Zhou, Li Dong, Zhe Gan, Lijuan Wang, Furu Wei
2022	A*	`conf`	On the Representation Collapse of Sparse Mixture of Experts. NeurIPS Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei
2022	J	`jnl`	On the Representation Collapse of Sparse Mixture of Experts. CoRR Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
2022	J	`jnl`	Optimizing Prompts for Text-to-Image Generation. CoRR Yaru Hao, Zewen Chi, Li Dong, Furu Wei
2022	J	`jnl`	Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite. CoRR Xun Wang, Tao Ge, Allen Mao, Yuki Li, Furu Wei, Si-Qing Chen
2022	J	`jnl`	Phrase-level Adversarial Example Generation for Neural Machine Translation. CoRR Juncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang, Weinan Zhang, Yong Yu, Furu Wei
2022	—	`conf`	Plug and Play Knowledge Distillation for kNN-LM with External Logits. AACL/IJCNLP (2) Xuyang Jin, Tao Ge, Furu Wei
2022	A	`conf`	Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data. INTERSPEECH Junyi Ao, Ziqiang Zhang, Long Zhou, Shujie Liu, Haizhou Li, Tom Ko, Lirong Dai, Jinyu Li, Yao Qian, Furu Wei
2022	J	`jnl`	Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data. CoRR Junyi Ao, Ziqiang Zhang, Long Zhou, Shujie Liu, Haizhou Li, Tom Ko, Lirong Dai, Jinyu Li, Yao Qian, Furu Wei
2022	A*	`conf`	PromptBERT: Improving BERT Sentence Embeddings with Prompts. EMNLP Ting Jiang, Jian Jiao, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Denvy Deng, Qi Zhang
2022	J	`jnl`	PromptBERT: Improving BERT Sentence Embeddings with Prompts. CoRR Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang
2022	J	`jnl`	Prototypical Calibration for Few-shot Learning of Language Models. CoRR Zhixiong Han, Yaru Hao, Li Dong, Furu Wei
2022	J	`jnl`	SMDT: Selective Memory-Augmented Neural Document Translation. CoRR Xu Zhang, Jian Yang, Haoyang Huang, Shuming Ma, Dongdong Zhang, Jinlong Li, Furu Wei
2022	A	`conf`	Separating Long-Form Speech with Group-wise Permutation Invariant Training. INTERSPEECH Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei
2022	A*	`conf`	Sequence Level Contrastive Learning for Text Summarization. AAAI Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei
2022	J	`jnl`	SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval. CoRR Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei
2022	—	`conf`	Snapshot-Guided Domain Adaptation for ELECTRA. EMNLP (Findings) Daixuan Cheng, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Furu Wei, Denvy Deng, Qi Zhang
2022	A	`conf`	Speech Pre-training with Acoustic Piece. INTERSPEECH Shuo Ren, Shujie Liu, Yu Wu, Long Zhou, Furu Wei
2022	J	`jnl`	Speech Pre-training with Acoustic Piece. CoRR Shuo Ren, Shujie Liu, Yu Wu, Long Zhou, Furu Wei
2022	—	`conf`	SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing. ACL (1) Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren, Yu Wu, Shujie Liu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei
2022	A*	`conf`	SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training. EMNLP Ziqiang Zhang, Long Zhou, Junyi Ao, Shujie Liu, Lirong Dai, Jinyu Li, Furu Wei
2022	J	`jnl`	SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training. CoRR Ziqiang Zhang, Long Zhou, Junyi Ao, Shujie Liu, Lirong Dai, Jinyu Li, Furu Wei
2022	—	`conf`	StableMoE: Stable Routing Strategy for Mixture of Experts. ACL (1) Damai Dai, Li Dong, Shuming Ma, Bo Zheng, Zhifang Sui, Baobao Chang, Furu Wei
2022	J	`jnl`	StableMoE: Stable Routing Strategy for Mixture of Experts. CoRR Damai Dai, Li Dong, Shuming Ma, Bo Zheng, Zhifang Sui, Baobao Chang, Furu Wei
2022	J	`jnl`	Structured Prompting: Scaling In-Context Learning to 1, 000 Examples. CoRR Yaru Hao, Yutao Sun, Li Dong, Zhixiong Han, Yuxian Gu, Furu Wei
2022	A	`conf`	Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training. INTERSPEECH Chengyi Wang, Yiming Wang, Yu Wu, Sanyuan Chen, Jinyu Li, Shujie Liu, Furu Wei
2022	J	`jnl`	Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training. CoRR Chengyi Wang, Yiming Wang, Yu Wu, Sanyuan Chen, Jinyu Li, Shujie Liu, Furu Wei
2022	A*	`conf`	Swin Transformer V2: Scaling Up Capacity and Resolution. CVPR Ze Liu, Han Hu, Yutong Lin, Zhuliang Yao, Zhenda Xie, Yixuan Wei, Jia Ning, Yue Cao, Zheng Zhang, Li Dong, Furu Wei, Baining Guo
2022	—	`conf`	THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption. ACL (Findings) Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei
2022	J	`jnl`	THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption. CoRR Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei
2022	J	`jnl`	TRIP: Triangular Document-level Pre-training for Multilingual Language Models. CoRR Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Furu Wei
2022	J	`jnl`	Task-Specific Expert Pruning for Sparse Mixture-of-Experts. CoRR Tianyu Chen, Shaohan Huang, Yuan Xie, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei
2022	J	`jnl`	Text Embeddings by Weakly-Supervised Contrastive Pre-training. CoRR Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang, Rangan Majumder, Furu Wei
2022	J	`jnl`	The YiTrans End-to-End Speech Translation System for IWSLT 2022 Offline Shared Task. CoRR Ziqiang Zhang, Junyi Ao, Long Zhou, Shujie Liu, Furu Wei, Jinyu Li
2022	J	`jnl`	TorchScale: Transformers at Scale. CoRR Shuming Ma, Hongyu Wang, Shaohan Huang, Wenhui Wang, Zewen Chi, Li Dong, Alon Benhaim, Barun Patra, Vishrav Chaudhary, Xia Song, Furu Wei
2022	—	`conf`	Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation. ACL (1) Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2022	J	`jnl`	Towards Multilingual Transitivity and Bidirectional Multilingual Agreement for Multilingual Document-level Machine Translation. CoRR Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Wai Lam
2022	J	`jnl`	Transforming Wikipedia Into Augmented Data for Query-Focused Summarization. IEEE ACM Trans. Audio Speech Lang. Process. Haichao Zhu, Li Dong, Furu Wei, Bing Qin, Ting Liu
2022	A*	`conf`	UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation. IJCAI Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Hongcheng Guo, Zhoujun Li, Furu Wei
2022	J	`jnl`	UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation. CoRR Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Hongcheng Guo, Zhoujun Li, Furu Wei
2022	Misc	`conf`	Unispeech-Sat: Universal Speech Representation Learning With Speaker Aware Pre-Training. ICASSP Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu
2022	J	`jnl`	VATLM: Visual-Audio-Text Pre-Training with Unified Masked Prediction for Speech Representation Learning. CoRR Qiu-Shi Zhu, Long Zhou, Ziqiang Zhang, Shujie Liu, Binxing Jiao, Jie Zhang, Lirong Dai, Daxin Jiang, Jinyu Li, Furu Wei
2022	J	`jnl`	VL-BEiT: Generative Vision-Language Pretraining. CoRR Hangbo Bao, Wenhui Wang, Li Dong, Furu Wei
2022	A*	`conf`	VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts. NeurIPS Hangbo Bao, Wenhui Wang, Li Dong, Qiang Liu, Owais Khan Mohammed, Kriti Aggarwal, Subhojit Som, Songhao Piao, Furu Wei
2022	J	`jnl`	Visually-Augmented Language Modeling. CoRR Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei
2022	J	`jnl`	WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing. IEEE J. Sel. Top. Signal Process. Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Xiangzhan Yu, Furu Wei
2022	J	`jnl`	Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers. CoRR Damai Dai, Yutao Sun, Li Dong, Yaru Hao, Zhifang Sui, Furu Wei
2022	A	`conf`	Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? INTERSPEECH Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Zhuo Chen, Peidong Wang, Gang Liu, Jinyu Li, Jian Wu, Xiangzhan Yu, Furu Wei
2022	J	`jnl`	Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? CoRR Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Zhuo Chen, Peidong Wang, Gang Liu, Jinyu Li, Jian Wu, Xiangzhan Yu, Furu Wei
2022	—	`conf`	XDoc: Unified Pre-training for Cross-Format Document Understanding. EMNLP (Findings) Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
2022	J	`jnl`	XDoc: Unified Pre-training for Cross-Format Document Understanding. CoRR Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei
2022	—	`conf`	XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding. ACL (Findings) Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Furu Wei
2022	—	`conf`	XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. ACL (1) Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Bo Zheng, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei
2022	A*	`conf`	Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt. EMNLP Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang
2022	J	`jnl`	Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt. CoRR Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang
2021	—	`conf`	Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains. ACL/IJCNLP (Findings) Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei
2021	J	`jnl`	Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains. CoRR Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei
2021	—	`conf`	Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training. EMNLP (1) Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2021	J	`jnl`	Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training. CoRR Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2021	J	`jnl`	Attention Temperature Matters in Abstractive Summarization Distillation. CoRR Shengqiang Zhang, Xingxing Zhang, Hangbo Bao, Furu Wei
2021	J	`jnl`	BEiT: BERT Pre-Training of Image Transformers. CoRR Hangbo Bao, Li Dong, Furu Wei
2021	—	`conf`	Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression. EMNLP (1) Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei
2021	J	`jnl`	Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression. CoRR Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei
2021	—	`conf`	Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge. NAACL-HLT Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei
2021	J	`jnl`	Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge. CoRR Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei
2021	—	`conf`	Consistency Regularization for Cross-Lingual Fine-Tuning. ACL/IJCNLP (1) Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2021	J	`jnl`	Consistency Regularization for Cross-Lingual Fine-Tuning. CoRR Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2021	J	`jnl`	DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders. CoRR Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
2021	J	`jnl`	Distilled Dual-Encoder Model for Vision-Language Understanding. CoRR Zekun Wang, Wenhui Wang, Haichao Zhu, Ming Liu, Bing Qin, Furu Wei
2021	J	`jnl`	Document AI: Benchmarks, Models and Applications. CoRR Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei
2021	—	`conf`	Grammar-Based Patches Generation for Automated Program Repair. ACL/IJCNLP (Findings) Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang
2021	J	`jnl`	Improving Non-autoregressive Generation with Mixup Training. CoRR Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang
2021	—	`conf`	Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment. ACL/IJCNLP (1) Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
2021	J	`jnl`	Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment. CoRR Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
2021	—	`conf`	Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting. EMNLP (1) Wangchunshu Zhou, Tao Ge, Canwen Xu, Ke Xu, Furu Wei
2021	J	`jnl`	Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting. CoRR Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei
2021	—	`conf`	InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training. NAACL-HLT Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou
2021	—	`conf`	Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding. ACL/IJCNLP (1) Xin Sun, Tao Ge, Furu Wei, Houfeng Wang
2021	J	`jnl`	Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding. CoRR Xin Sun, Tao Ge, Furu Wei, Houfeng Wang
2021	—	`conf`	Jointly Learning to Repair Code and Generate Commit Message. EMNLP (1) Jiaqi Bai, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Zhoujun Li
2021	J	`jnl`	Jointly Learning to Repair Code and Generate Commit Message. CoRR Jiaqi Bai, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Zhoujun Li
2021	J	`jnl`	Knowledge Neurons in Pretrained Transformers. CoRR Damai Dai, Li Dong, Yaru Hao, Zhifang Sui, Furu Wei
2021	—	`conf`	LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding. ACL/IJCNLP (1) Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
2021	—	`conf`	LayoutReader: Pre-training of Text and Layout for Reading Order Detection. EMNLP (1) Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
2021	J	`jnl`	LayoutReader: Pre-training of Text and Layout for Reading Order Detection. CoRR Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
2021	J	`jnl`	LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding. CoRR Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florêncio, Cha Zhang, Furu Wei
2021	—	`conf`	Learning to Sample Replacements for ELECTRA Pre-Training. ACL/IJCNLP (Findings) Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei
2021	J	`jnl`	Learning to Sample Replacements for ELECTRA Pre-Training. CoRR Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei
2021	—	`conf`	Learning to Select Relevant Knowledge for Neural Machine Translation. NLPCC (1) Jian Yang, Juncheng Wan, Shuming Ma, Haoyang Huang, Dongdong Zhang, Yong Yu, Zhoujun Li, Furu Wei
2021	J	`jnl`	MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding. CoRR Junlong Li, Yiheng Xu, Lei Cui, Furu Wei
2021	—	`conf`	Memory-Efficient Differentiable Transformer Architecture Search. ACL/IJCNLP (Findings) Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Weizhu Chen
2021	J	`jnl`	Memory-Efficient Differentiable Transformer Architecture Search. CoRR Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Weizhu Chen
2021	—	`conf`	MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers. ACL/IJCNLP (Findings) Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei
2021	—	`conf`	Multilingual Agreement for Multilingual Neural Machine Translation. ACL/IJCNLP (2) Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Zhoujun Li, Furu Wei
2021	—	`conf`	Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. WMT@EMNLP Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan, Xia Song, Furu Wei
2021	J	`jnl`	Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. CoRR Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
2021	A*	`conf`	Self-Attention Attribution: Interpreting Information Interactions Inside Transformer. AAAI Yaru Hao, Li Dong, Furu Wei, Ke Xu
2021	—	`conf`	SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation. ACL/IJCNLP (1) Shuo Ren, Long Zhou, Shujie Liu, Furu Wei, Ming Zhou, Shuai Ma
2021	J	`jnl`	Separating Long-Form Speech with Group-Wise Permutation Invariant Training. CoRR Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei
2021	J	`jnl`	Sequence Level Contrastive Learning for Text Summarization. CoRR Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei
2021	J	`jnl`	SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing. CoRR Junyi Ao, Rui Wang, Long Zhou, Shujie Liu, Shuo Ren, Yu Wu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei
2021	J	`jnl`	Swin Transformer V2: Scaling Up Capacity and Resolution. CoRR Ze Liu, Han Hu, Yutong Lin, Zhuliang Yao, Zhenda Xie, Yixuan Wei, Jia Ning, Yue Cao, Zheng Zhang, Li Dong, Furu Wei, Baining Guo
2021	J	`jnl`	Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation. CoRR Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2021	J	`jnl`	TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models. CoRR Minghao Li, Tengchao Lv, Lei Cui, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Zhoujun Li, Furu Wei
2021	J	`jnl`	UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training. CoRR Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu
2021	A*	`conf`	UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data. ICML Chengyi Wang, Yu Wu, Yao Qian, Ken'ichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang
2021	J	`jnl`	UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data. CoRR Chengyi Wang, Yu Wu, Yao Qian, Ken'ichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang
2021	J	`jnl`	VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts. CoRR Wenhui Wang, Hangbo Bao, Li Dong, Furu Wei
2021	J	`jnl`	VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization. CoRR Tengchao Lv, Lei Cui, Momcilo Vasilijevic, Furu Wei
2021	J	`jnl`	WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing. CoRR Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Furu Wei
2021	J	`jnl`	XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. CoRR Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
2021	—	`conf`	Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. EMNLP (1) Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2021	J	`jnl`	Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. CoRR Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
2021	—	`conf`	mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. EMNLP (1) Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, Furu Wei
2021	J	`jnl`	mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. CoRR Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
2021	J	`jnl`	s2s-ft: Fine-Tuning Pretrained Transformer Encoders for Sequence-to-Sequence Learning. CoRR Hangbo Bao, Li Dong, Wenhui Wang, Nan Yang, Furu Wei
2021	—	`conf`	xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering. ACL/IJCNLP (1) Nan Yang, Furu Wei, Binxing Jiao, Daxing Jiang, Linjun Yang
2020	J	`jnl`	A Joint Sentence Scoring and Selection Framework for Neural Extractive Document Summarization. IEEE ACM Trans. Audio Speech Lang. Process. Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao
2020	B	`conf`	At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization. COLING Qingyu Zhou, Furu Wei, Ming Zhou
2020	J	`jnl`	At Which Level Should We Extract? An Empirical Study on Extractive Document Summarization. CoRR Qingyu Zhou, Furu Wei, Ming Zhou
2020	A*	`conf`	BERT Loses Patience: Fast and Robust Inference with Early Exit. NeurIPS Wangchunshu Zhou, Canwen Xu, Tao Ge, Julian J. McAuley, Ke Xu, Furu Wei
2020	J	`jnl`	BERT Loses Patience: Fast and Robust Inference with Early Exit. CoRR Wangchunshu Zhou, Canwen Xu, Tao Ge, Julian J. McAuley, Ke Xu, Furu Wei
2020	—	`conf`	BERT-of-Theseus: Compressing BERT by Progressive Module Replacing. EMNLP (1) Canwen Xu, Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou
2020	J	`jnl`	BERT-of-Theseus: Compressing BERT by Progressive Module Replacing. CoRR Canwen Xu, Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou
2020	—	`conf`	Can Monolingual Pretrained Models Help Cross-Lingual Classification? AACL/IJCNLP Zewen Chi, Li Dong, Furu Wei, Xianling Mao, Heyan Huang
2020	A*	`conf`	Cross-Lingual Natural Language Generation via Pre-Training. AAAI Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xian-Ling Mao, Heyan Huang
2020	B	`conf`	DocBank: A Benchmark Dataset for Document Layout Analysis. COLING Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
2020	J	`jnl`	DocBank: A Benchmark Dataset for Document Layout Analysis. CoRR Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
2020	A*	`conf`	Fact-Aware Sentence Split and Rephrase with Permutation Invariant Training. AAAI Yinuo Guo, Tao Ge, Furu Wei
2020	J	`jnl`	Fact-aware Sentence Split and Rephrase with Permutation Invariant Training. CoRR Yinuo Guo, Tao Ge, Furu Wei
2020	—	`conf`	Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths. AACL/IJCNLP Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang
2020	J	`jnl`	Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths. CoRR Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang
2020	A*	`conf`	Harvesting and Refining Question-Answer Pairs for Unsupervised QA. ACL Zhongli Li, Wenhui Wang, Li Dong, Furu Wei, Ke Xu
2020	J	`jnl`	Harvesting and Refining Question-Answer Pairs for Unsupervised QA. CoRR Zhongli Li, Wenhui Wang, Li Dong, Furu Wei, Ke Xu
2020	—	`conf`	Improving Grammatical Error Correction with Machine Translation Pairs. EMNLP (Findings) Wangchunshu Zhou, Tao Ge, Chang Mu, Ke Xu, Furu Wei, Ming Zhou
2020	—	`conf`	Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction. EMNLP (1) Mengyun Chen, Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou
2020	J	`jnl`	Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction. CoRR Mengyun Chen, Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou
2020	J	`jnl`	InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training. CoRR Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou
2020	—	`conf`	Investigating Learning Dynamics of BERT Fine-Tuning. AACL/IJCNLP Yaru Hao, Li Dong, Furu Wei, Ke Xu
2020	—	`conf`	Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph. EMNLP (1) Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang
2020	J	`jnl`	Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph. CoRR Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang
2020	A*	`conf`	LayoutLM: Pre-training of Text and Layout for Document Image Understanding. KDD Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
2020	J	`jnl`	LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding. CoRR Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
2020	J	`jnl`	Learning to Summarize Passages: Mining Passage-Summary Pairs from Wikipedia Revision Histories. CoRR Qingyu Zhou, Furu Wei, Ming Zhou
2020	A*	`conf`	MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers. NeurIPS Wenhui Wang, Furu Wei, Li Dong, Hangbo Bao, Nan Yang, Ming Zhou
2020	J	`jnl`	MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers. CoRR Wenhui Wang, Furu Wei, Li Dong, Hangbo Bao, Nan Yang, Ming Zhou
2020	J	`jnl`	MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers. CoRR Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei
2020	A	`conf`	Multimodal Matching Transformer for Live Commenting. ECAI Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao
2020	J	`jnl`	Multimodal Matching Transformer for Live Commenting. CoRR Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao
2020	—	`conf`	Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks. ECCV (30) Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao
2020	J	`jnl`	Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks. CoRR Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao
2020	—	`conf`	Pre-training for Abstractive Document Summarization by Reinstating Source Text. EMNLP (1) Yanyan Zou, Xingxing Zhang, Wei Lu, Furu Wei, Ming Zhou
2020	J	`jnl`	STEP: Sequence-to-Sequence Transformer Pre-training for Document Summarization. CoRR Yanyan Zou, Xingxing Zhang, Wei Lu, Furu Wei, Ming Zhou
2020	—	`conf`	Scheduled DropHead: A Regularization Method for Transformer Models. EMNLP (Findings) Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou, Ke Xu
2020	J	`jnl`	Scheduled DropHead: A Regularization Method for Transformer Models. CoRR Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou
2020	A*	`conf`	Self-Adversarial Learning with Comparative Discrimination for Text Generation. ICLR Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou
2020	J	`jnl`	Self-Adversarial Learning with Comparative Discrimination for Text Generation. CoRR Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou
2020	J	`jnl`	Self-Attention Attribution: Interpreting Information Interactions Inside Transformer. CoRR Yaru Hao, Li Dong, Furu Wei, Ke Xu
2020	B	`conf`	TableBank: Table Benchmark for Image-based Table Detection and Recognition. LREC Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
2020	A*	`conf`	UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training. ICML Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Xiaodong Liu, Yu Wang, Jianfeng Gao, Songhao Piao, Ming Zhou, Hsiao-Wuen Hon
2020	J	`jnl`	UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training. CoRR Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Xiaodong Liu, Yu Wang, Songhao Piao, Jianfeng Gao, Ming Zhou, Hsiao-Wuen Hon
2020	—	`conf`	UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database. AACL/IJCNLP Canwen Xu, Tao Ge, Chenliang Li, Furu Wei
2020	—	`conf`	Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers. EMNLP (Findings) Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou
2020	J	`jnl`	Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers. CoRR Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou
2020	B	`conf`	Unsupervised Fine-tuning for Text Clustering. COLING Shaohan Huang, Furu Wei, Lei Cui, Xingxing Zhang, Ming Zhou
2020	A*	`conf`	VL-BERT: Pre-training of Generic Visual-Linguistic Representations. ICLR Weijie Su, Xizhou Zhu, Yue Cao, Bin Li, Lewei Lu, Furu Wei, Jifeng Dai
2020	J	`jnl`	XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders. CoRR Shuming Ma, Jian Yang, Haoyang Huang, Zewen Chi, Li Dong, Dongdong Zhang, Hany Hassan Awadalla, Alexandre Muzio, Akiko Eriguchi, Saksham Singhal, Xia Song, Arul Menezes, Furu Wei
2019	—	`conf`	Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study. ACL (1) Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou
2019	—	`conf`	BERT-based Lexical Substitution. ACL (1) Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou
2019	J	`jnl`	Can Monolingual Pretrained Models Help Cross-Lingual Classification? CoRR Zewen Chi, Li Dong, Furu Wei, Xianling Mao, Heyan Huang
2019	J	`jnl`	Cross-Lingual Natural Language Generation via Pre-Training. CoRR Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xianling Mao, Heyan Huang
2019	A*	`conf`	Dictionary-Guided Editing Networks for Paraphrase Generation. AAAI Shaohan Huang, Yu Wu, Furu Wei, Zhongzhi Luan
2019	—	`conf`	Document-Based Question Answering Improves Query-Focused Multi-document Summarization. NLPCC (2) Weikang Li, Xingxing Zhang, Yunfang Wu, Furu Wei, Ming Zhou
2019	J	`jnl`	Formality Style Transfer with Hybrid Textual Annotations. CoRR Ruochen Xu, Tao Ge, Furu Wei
2019	—	`conf`	HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization. ACL (1) Xingxing Zhang, Furu Wei, Ming Zhou
2019	J	`jnl`	HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization. CoRR Xingxing Zhang, Furu Wei, Ming Zhou
2019	J	`jnl`	Improving Grammatical Error Correction with Machine Translation Pairs. CoRR Wangchunshu Zhou, Tao Ge, Chang Mu, Ke Xu, Furu Wei, Ming Zhou
2019	—	`conf`	Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension. MRQA@EMNLP Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Lei Cui, Songhao Piao, Ming Zhou
2019	J	`jnl`	LayoutLM: Pre-training of Text and Layout for Document Image Understanding. CoRR Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
2019	—	`conf`	Learning to Ask Unanswerable Questions for Machine Reading Comprehension. ACL (1) Haichao Zhu, Li Dong, Furu Wei, Wenhui Wang, Bing Qin, Ting Liu
2019	J	`jnl`	Learning to Ask Unanswerable Questions for Machine Reading Comprehension. CoRR Haichao Zhu, Li Dong, Furu Wei, Wenhui Wang, Bing Qin, Ting Liu
2019	A*	`conf`	LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. AAAI Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun
2019	—	`conf`	Neural Melody Composition from Lyrics. NLPCC (1) Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou
2019	A*	`conf`	Read + Verify: Machine Reading Comprehension with Unanswerable Questions. AAAI Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, Dongsheng Li
2019	A*	`conf`	Response Generation by Context-Aware Prototype Editing. AAAI Yu Wu, Furu Wei, Shaohan Huang, Yunli Wang, Zhoujun Li, Ming Zhou
2019	—	`conf`	Retrieval-Enhanced Adversarial Training for Neural Response Generation. ACL (1) Qingfu Zhu, Lei Cui, Weinan Zhang, Furu Wei, Ting Liu
2019	J	`jnl`	Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting. CoRR Yi Zhang, Tao Ge, Furu Wei, Ming Zhou, Xu Sun
2019	J	`jnl`	TableBank: Table Benchmark for Image-based Table Detection and Recognition. CoRR Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
2019	J	`jnl`	Transforming Wikipedia into Augmented Data for Query-Focused Summarization. CoRR Haichao Zhu, Li Dong, Furu Wei, Bing Qin, Ting Liu
2019	A*	`conf`	Unified Language Model Pre-training for Natural Language Understanding and Generation. NeurIPS Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, Hsiao-Wuen Hon
2019	J	`jnl`	Unified Language Model Pre-training for Natural Language Understanding and Generation. CoRR Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, Hsiao-Wuen Hon
2019	J	`jnl`	VL-BERT: Pre-training of Generic Visual-Linguistic Representations. CoRR Weijie Su, Xizhou Zhu, Yue Cao, Bin Li, Lewei Lu, Furu Wei, Jifeng Dai
2019	—	`conf`	Video Dialog via Progressive Inference and Cross-Transformer. EMNLP/IJCNLP (1) Weike Jin, Zhou Zhao, Mao Gu, Jun Xiao, Furu Wei, Yueting Zhuang
2019	—	`conf`	Visualizing and Understanding the Effectiveness of BERT. EMNLP/IJCNLP (1) Yaru Hao, Li Dong, Furu Wei, Ke Xu
2019	J	`jnl`	Visualizing and Understanding the Effectiveness of BERT. CoRR Yaru Hao, Li Dong, Furu Wei, Ke Xu
2018	A*	`conf`	Attention-Fused Deep Matching Network for Natural Language Inference. IJCAI Chaoqun Duan, Lei Cui, Xinchi Chen, Furu Wei, Conghui Zhu, Tiejun Zhao
2018	A*	`conf`	Attention-Guided Answer Distillation for Machine Reading Comprehension. EMNLP Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou
2018	J	`jnl`	Attention-Guided Answer Distillation for Machine Reading Comprehension. CoRR Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou
2018	J	`jnl`	Context-Aware Answer Sentence Selection With Hierarchical Gated Recurrent Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. Chuanqi Tan, Furu Wei, Qingyu Zhou, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou
2018	J	`jnl`	Dictionary-Guided Editing Networks for Paraphrase Generation. CoRR Shaohan Huang, Yu Wu, Furu Wei, Ming Zhou
2018	B	`conf`	EventWiki: A Knowledge Base of Major Events. LREC Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
2018	A*	`conf`	Faithful to the Original: Fact Aware Neural Abstractive Summarization. AAAI Ziqiang Cao, Furu Wei, Wenjie Li, Sujian Li
2018	A*	`conf`	Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition. EMNLP Tao Ge, Qing Dou, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
2018	—	`conf`	Fluency Boost Learning and Inference for Neural Grammatical Error Correction. ACL (1) Tao Ge, Furu Wei, Ming Zhou
2018	A*	`conf`	Hierarchical Attention Flow for Multiple-Choice Reading Comprehension. AAAI Haichao Zhu, Furu Wei, Bing Qin, Ting Liu
2018	—	`conf`	I Know There Is No Answer: Modeling Answer Validation for Machine Reading Comprehension. NLPCC (1) Chuanqi Tan, Furu Wei, Qingyu Zhou, Nan Yang, Weifeng Lv, Ming Zhou
2018	J	`jnl`	Improv Chat: Second Response Generation for Chatbot. CoRR Furu Wei
2018	J	`jnl`	LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. CoRR Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun
2018	A*	`conf`	Multiway Attention Networks for Modeling Sentence Pairs. IJCAI Chuanqi Tan, Furu Wei, Wenhui Wang, Weifeng Lv, Ming Zhou
2018	—	`conf`	Neural Document Summarization by Jointly Learning to Score and Select Sentences. ACL (1) Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao
2018	J	`jnl`	Neural Document Summarization by Jointly Learning to Score and Select Sentences. CoRR Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao
2018	A*	`conf`	Neural Latent Extractive Document Summarization. EMNLP Xingxing Zhang, Mirella Lapata, Furu Wei, Ming Zhou
2018	J	`jnl`	Neural Latent Extractive Document Summarization. CoRR Xingxing Zhang, Mirella Lapata, Furu Wei, Ming Zhou
2018	J	`jnl`	Neural Melody Composition from Lyrics. CoRR Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou
2018	—	`conf`	Neural Open Information Extraction. ACL (2) Lei Cui, Furu Wei, Ming Zhou
2018	J	`jnl`	Neural Open Information Extraction. CoRR Lei Cui, Furu Wei, Ming Zhou
2018	J	`jnl`	Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study. CoRR Tao Ge, Furu Wei, Ming Zhou
2018	J	`jnl`	Read + Verify: Machine Reading Comprehension with Unanswerable Questions. CoRR Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, Ming Zhou
2018	A*	`conf`	Reinforced Mnemonic Reader for Machine Reading Comprehension. IJCAI Minghao Hu, Yuxing Peng, Zhen Huang, Xipeng Qiu, Furu Wei, Ming Zhou
2018	J	`jnl`	Response Generation by Context-aware Prototype Editing. CoRR Yu Wu, Furu Wei, Shaohan Huang, Zhoujun Li, Ming Zhou
2018	J	`jnl`	Retrieval-Enhanced Adversarial Training for Neural Response Generation. CoRR Qingfu Zhu, Lei Cui, Weinan Zhang, Furu Wei, Yining Chen, Ting Liu
2018	—	`conf`	Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization. ACL (1) Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei
2018	A*	`conf`	S-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension. AAAI Chuanqi Tan, Furu Wei, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou
2018	—	`conf`	SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia. NLPCC (2) Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou
2018	J	`jnl`	Sentence Relations for Extractive Summarization with Deep Neural Networks. ACM Trans. Inf. Syst. Pengjie Ren, Zhumin Chen, Zhaochun Ren, Furu Wei, Liqiang Nie, Jun Ma, Maarten de Rijke
2018	A*	`conf`	Sequential Copying Networks. AAAI Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou
2018	J	`jnl`	Sequential Copying Networks. CoRR Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou
2018	J	`jnl`	Text Morphing. CoRR Shaohan Huang, Yu Wu, Furu Wei, Ming Zhou
2018	J	`jnl`	Unsupervised Machine Commenting with Neural Variational Topic Model. CoRR Shuming Ma, Lei Cui, Furu Wei, Xu Sun
2018	A*	`conf`	XiaoIce Band: A Melody and Arrangement Generation Framework for Pop Music. KDD Hongyuan Zhu, Qi Liu, Nicholas Jing Yuan, Chuan Qin, Jiawei Li, Kun Zhang, Guang Zhou, Furu Wei, Yuanchun Xu, Enhong Chen
2017	A*	`conf`	Entity Linking for Queries by Searching Wikipedia Sentences. EMNLP Chuanqi Tan, Furu Wei, Pengjie Ren, Weifeng Lv, Ming Zhou
2017	J	`jnl`	Entity Linking for Queries by Searching Wikipedia Sentences. CoRR Chuanqi Tan, Furu Wei, Pengjie Ren, Weifeng Lv, Ming Zhou
2017	J	`jnl`	Faithful to the Original: Fact Aware Neural Abstractive Summarization. CoRR Ziqiang Cao, Furu Wei, Wenjie Li, Sujian Li
2017	—	`conf`	Gated Self-Matching Networks for Reading Comprehension and Question Answering. ACL (1) Wenhui Wang, Nan Yang, Furu Wei, Baobao Chang, Ming Zhou
2017	A*	`conf`	Improving Multi-Document Summarization via Text Classification. AAAI Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei
2017	—	`conf`	Learning to Generate Product Reviews from Attributes. EACL (1) Li Dong, Shaohan Huang, Furu Wei, Mirella Lapata, Ming Zhou, Ke Xu
2017	A*	`conf`	Leveraging Contextual Sentence Relations for Extractive Summarization Using a Neural Attention Model. SIGIR Pengjie Ren, Zhumin Chen, Zhaochun Ren, Furu Wei, Jun Ma, Maarten de Rijke
2017	—	`conf`	Neural Question Generation from Text: A Preliminary Study. NLPCC Qingyu Zhou, Nan Yang, Furu Wei, Chuanqi Tan, Hangbo Bao, Ming Zhou
2017	J	`jnl`	Neural Question Generation from Text: A Preliminary Study. CoRR Qingyu Zhou, Nan Yang, Furu Wei, Chuanqi Tan, Hangbo Bao, Ming Zhou
2017	J	`jnl`	S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension. CoRR Chuanqi Tan, Furu Wei, Nan Yang, Weifeng Lv, Ming Zhou
2017	—	`conf`	Selective Encoding for Abstractive Sentence Summarization. ACL (1) Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou
2017	J	`jnl`	Selective Encoding for Abstractive Sentence Summarization. CoRR Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou
2017	—	`conf`	SuperAgent: A Customer Service Chatbot for E-commerce Websites. ACL (System Demonstrations) Lei Cui, Shaohan Huang, Furu Wei, Chuanqi Tan, Chaoqun Duan, Ming Zhou
2016	B	`conf`	A Redundancy-Aware Sentence Regression Framework for Extractive Summarization. COLING Pengjie Ren, Furu Wei, Zhumin Chen, Jun Ma, Ming Zhou
2016	J	`jnl`	Adaptive Multi-Compositionality for Recursive Neural Network Models. IEEE ACM Trans. Audio Speech Lang. Process. Li Dong, Furu Wei, Ke Xu, Shixia Liu, Ming Zhou
2016	J	`jnl`	An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. IEEE Trans. Vis. Comput. Graph. Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan
2016	B	`conf`	AttSum: Joint Learning of Focusing and Summarization with Neural Attention. COLING Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei, Yanran Li
2016	J	`jnl`	AttSum: Joint Learning of Focusing and Summarization with Neural Attention. CoRR Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei
2016	J	`jnl`	Improving Multi-Document Summarization via Text Classification. CoRR Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei
2016	J	`jnl`	Relation Classification Via Modeling Augmented Dependency Paths. IEEE ACM Trans. Audio Speech Lang. Process. Yang Liu, Sujian Li, Furu Wei, Heng Ji
2016	J	`jnl`	Sentiment Embeddings with Applications to Sentiment Analysis. IEEE Trans. Knowl. Data Eng. Duyu Tang, Furu Wei, Bing Qin, Nan Yang, Ting Liu, Ming Zhou
2016	A*	`conf`	Solving and Generating Chinese Character Riddles. EMNLP Chuanqi Tan, Furu Wei, Li Dong, Weifeng Lv, Ming Zhou
2016	A*	`conf`	TGSum: Build Tweet Guided Multi-Document Summarization Dataset. AAAI Ziqiang Cao, Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei, Ming Zhou
2016	A*	`conf`	Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction. IJCAI Yichun Yin, Furu Wei, Li Dong, Kaimeng Xu, Ming Zhang, Ming Zhou
2016	J	`jnl`	Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction. CoRR Yichun Yin, Furu Wei, Li Dong, Kaimeng Xu, Ming Zhang, Ming Zhou
2015	—	`conf`	A Dependency-Based Neural Network for Relation Classification. ACL (2) Yang Liu, Furu Wei, Sujian Li, Heng Ji, Ming Zhou, Houfeng Wang
2015	J	`jnl`	A Dependency-Based Neural Network for Relation Classification. CoRR Yang Liu, Furu Wei, Sujian Li, Heng Ji, Ming Zhou, Houfeng Wang
2015	A*	`conf`	A Hybrid Neural Model for Type Classification of Entity Mentions. IJCAI Li Dong, Furu Wei, Hong Sun, Ming Zhou, Ke Xu
2015	J	`jnl`	A Joint Segmentation and Classification Framework for Sentence Level Sentiment Classification. IEEE ACM Trans. Audio Speech Lang. Process. Duyu Tang, Bing Qin, Furu Wei, Li Dong, Ting Liu, Ming Zhou
2015	J	`jnl`	A Statistical Parsing Framework for Sentiment Classification. Comput. Linguistics Li Dong, Furu Wei, Shujie Liu, Ming Zhou, Ke Xu
2015	J	`jnl`	An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. CoRR Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan
2015	—	`conf`	Cold-Start Expert Finding in Community Question Answering via Graph Regularization. DASFAA (1) Zhou Zhao, Furu Wei, Ming Zhou, Wilfred Ng
2015	J	`jnl`	Cross-lingual Sentiment Lexicon Learning With Bilingual Word Graph Label Propagation. Comput. Linguistics Dehong Gao, Furu Wei, Wenjie Li, Xiaohua Liu, Ming Zhou
2015	B	`conf`	Crowd-Selection Query Processing in Crowdsourcing Databases: A Task-Driven Approach. EDBT Zhou Zhao, Furu Wei, Ming Zhou, Weikeng Chen, Wilfred Ng
2015	—	`conf`	Learning Summary Prior Representation for Extractive Summarization. ACL (2) Ziqiang Cao, Furu Wei, Sujian Li, Wenjie Li, Ming Zhou, Houfeng Wang
2015	J	`jnl`	Multi-Document Summarization via Discriminative Summary Reranking. CoRR Xiaojun Wan, Ziqiang Cao, Furu Wei, Sujian Li, Ming Zhou
2015	—	`conf`	Question Answering over Freebase with Multi-Column Convolutional Neural Networks. ACL (1) Li Dong, Furu Wei, Ming Zhou, Ke Xu
2015	A*	`conf`	Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization. AAAI Ziqiang Cao, Furu Wei, Li Dong, Sujian Li, Ming Zhou
2015	—	`conf`	Splusplus: A Feature-Rich Two-stage Classifier for Sentiment Analysis of Tweets. SemEval@NAACL-HLT Li Dong, Furu Wei, Yichun Yin, Ming Zhou, Ke Xu
2015	J	`jnl`	TGSum: Build Tweet Guided Multi-Document Summarization Dataset. CoRR Ziqiang Cao, Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei, Ming Zhou
2014	A*	`conf`	A Joint Segmentation and Classification Framework for Sentiment Analysis. EMNLP Duyu Tang, Furu Wei, Bing Qin, Li Dong, Ting Liu, Ming Zhou
2014	J	`jnl`	A Statistical Parsing Framework for Sentiment Classification. CoRR Li Dong, Furu Wei, Shujie Liu, Ming Zhou, Ke Xu
2014	A*	`conf`	Adaptive Multi-Compositionality for Recursive Neural Models with Applications to Sentiment Analysis. AAAI Li Dong, Furu Wei, Ming Zhou, Ke Xu
2014	—	`conf`	Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification. ACL (2) Li Dong, Furu Wei, Chuanqi Tan, Duyu Tang, Ming Zhou, Ke Xu
2014	—	`conf`	Answer Extraction with Multiple Extraction Engines for Web-Based Question Answering. NLPCC Hong Sun, Furu Wei, Ming Zhou
2014	B	`conf`	Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach. COLING Duyu Tang, Furu Wei, Bing Qin, Ming Zhou, Ting Liu
2014	—	`conf`	Coooolll: A Deep Learning System for Twitter Sentiment Classification. SemEval@COLING Duyu Tang, Furu Wei, Bing Qin, Ting Liu, Ming Zhou
2014	—	`conf`	Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification. ACL (1) Duyu Tang, Furu Wei, Nan Yang, Ming Zhou, Ting Liu, Bing Qin
2014	A	`conf`	SocialTransfer: Transferring Social Knowledge for Cold-Start Cowdsourcing. CIKM Zhou Zhao, James Cheng, Furu Wei, Ming Zhou, Wilfred Ng, Yingjun Wu
2013	—	`conf`	Co-Training Based Bilingual Sentiment Lexicon Learning. AAAI (Late-Breaking Developments) Dehong Gao, Furu Wei, Wenjie Li, Xiaohua Liu, Ming Zhou
2013	J	`jnl`	Constrained Text Coclustering with Supervised and Unsupervised Constraints. IEEE Trans. Knowl. Data Eng. Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian
2013	—	`conf`	Entity Linking for Tweets. ACL (1) Xiaohua Liu, Yitong Li, Haocheng Wu, Ming Zhou, Furu Wei, Yi Lu
2013	J	`jnl`	Exploring hypergraph-based semi-supervised ranking for query-oriented summarization. Inf. Sci. Wei Wang, Sujian Li, Jiwei Li, Wenjie Li, Furu Wei
2013	J	`jnl`	Named entity recognition for tweets. ACM Trans. Intell. Syst. Technol. Xiaohua Liu, Furu Wei, Shaodian Zhang, Ming Zhou
2013	A*	`conf`	The Automated Acquisition of Suggestions from Tweets. AAAI Li Dong, Furu Wei, Yajuan Duan, Xiaohua Liu, Ming Zhou, Ke Xu
2012	A*	`conf`	Breaking news on twitter. CHI Mengdie Hu, Shixia Liu, Furu Wei, Yingcai Wu, John T. Stasko, Kwan-Liu Ma
2012	A*	`conf`	Collective Nominal Semantic Role Labeling for Tweets. AAAI Xiaohua Liu, Zhongyang Fu, Furu Wei, Ming Zhou
2012	—	`conf`	Cross-Lingual Mixture Model for Sentiment Classification. ACL (1) Xinfan Meng, Furu Wei, Xiaohua Liu, Ming Zhou, Ge Xu, Houfeng Wang
2012	A*	`conf`	Entity-centric topic-oriented opinion summarization in twitter. KDD Xinfan Meng, Furu Wei, Xiaohua Liu, Ming Zhou, Sujian Li, Houfeng Wang
2012	A*	`conf`	Exacting Social Events for Tweets Using a Factor Graph. AAAI Xiaohua Liu, Xiangyang Zhou, Zhongyang Fu, Furu Wei, Ming Zhou
2012	B	`conf`	Graph-Based Multi-Tweet Summarization using Social Signals. COLING Xiaohua Liu, Yitong Li, Furu Wei, Ming Zhou
2012	A	`conf`	Graph-based collective classification for tweets. CIKM Yajuan Duan, Furu Wei, Ming Zhou, Heung-Yeung Shum
2012	—	`conf`	Joint Inference of Named Entity Recognition and Normalization for Tweets. ACL (1) Xiaohua Liu, Ming Zhou, Xiangyang Zhou, Zhongyang Fu, Furu Wei
2012	—	`conf`	Lost in Translations? Building Sentiment Lexicons using Context Based Machine Translation. COLING (Posters) Xinfan Meng, Furu Wei, Ge Xu, Longkai Zhang, Xiaohua Liu, Ming Zhou, Houfeng Wang
2012	—	`conf`	QuickView: NLP-based Tweet Search. ACL (System Demonstrations) Xiaohua Liu, Furu Wei, Ming Zhou
2012	B	`conf`	Twitter Topic Summarization by Ranking Tweets using Social Influence and Content Quality. COLING Yajuan Duan, Zhimin Chen, Furu Wei, Ming Zhou, Heung-Yeung Shum
2011	—	`ch.`	Document-Aware Graph Models for Query-Oriented Multi-document Summarization. Multimedia Analysis, Processing and Communications Furu Wei, Wenjie Li, Yanxiang He
2011	A*	`conf`	QuickView: advanced search of tweets. SIGIR Xiaohua Liu, Long Jiang, Furu Wei, Ming Zhou
2011	A*	`conf`	Recognizing Named Entities in Tweets. ACL Xiaohua Liu, Shaodian Zhang, Furu Wei, Ming Zhou
2011	J	`jnl`	Semantic-Preserving Word Clouds by Seam Carving. Comput. Graph. Forum Yingcai Wu, Thomas Provan, Furu Wei, Shixia Liu, Kwan-Liu Ma
2011	A	`conf`	Topic sentiment analysis in twitter: a graph-based hashtag sentiment classification approach. CIKM Xiaolong Wang, Furu Wei, Xiaohua Liu, Ming Zhou, Ming Zhang
2010	J	`jnl`	A document-sensitive graph model for multi-document summarization. Knowl. Inf. Syst. Furu Wei, Wenjie Li, Qin Lu, Yanxiang He
2010	A*	`conf`	Constrained Coclustering for Textual Documents. AAAI Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian
2010	B	`conf`	Context preserving dynamic word cloud visualization. PacificVis Weiwei Cui, Yingcai Wu, Shixia Liu, Furu Wei, Michelle X. Zhou, Huamin Qu
2010	J	`jnl`	Context-Preserving, Dynamic Word Cloud Visualization. IEEE Computer Graphics and Applications Weiwei Cui, Yingcai Wu, Shixia Liu, Furu Wei, Michelle X. Zhou, Huamin Qu
2010	—	`conf`	Modeling Document Summarization as Multi-objective Optimization. IITSI Lei Huang, Yanxiang He, Furu Wei, Wenjie Li
2010	J	`jnl`	OpinionSeer: Interactive Visualization of Hotel Customer Feedback. IEEE Trans. Vis. Comput. Graph. Yingcai Wu, Furu Wei, Shixia Liu, Norman Au, Weiwei Cui, Hong Zhou, Huamin Qu
2010	A*	`conf`	TIARA: a visual exploratory text analytic system. KDD Furu Wei, Shixia Liu, Yangqiu Song, Shimei Pan, Michelle X. Zhou, Weihong Qian, Lei Shi, Li Tan, Qiang Zhang
2010	—	`conf`	Towards Building an Integrated Information Platform for Eco-city. ICEBE Xiaoxun Zhang, Ethan Zhang, Bin Song, Furu Wei
2010	—	`conf`	Understanding text corpora with multiple facets. IEEE VAST Lei Shi, Furu Wei, Shixia Liu, Li Tan, Xiaoxiao Lian, Michelle X. Zhou
2010	—	`conf`	VisWorks text and network visual analytics: VAST 2010 Mini Challenge 1 award: "Effective interactive visualization of document contents". IEEE VAST Lei Shi, Weihong Qian, Furu Wei, Li Tan
2010	J	`jnl`	iRANK: A rank-learn-combine framework for unsupervised ensemble ranking. J. Assoc. Inf. Sci. Technol. Furu Wei, Wenjie Li, Shixia Liu
2009	J	`jnl`	Applying two-level reinforcement ranking in query-oriented multidocument summarization. J. Assoc. Inf. Sci. Technol. Furu Wei, Wenjie Li, Qin Lu, Yanxiang He
2009	—	`conf`	Co-Feedback Ranking for Query-Focused Summarization. ACL/IJCNLP (2) Furu Wei, Wenjie Li, Yanxiang He
2009	A	`conf`	HyperSum: hypergraph based semi-supervised sentence ranking for query-oriented summarization. CIKM Wei Wang, Furu Wei, Wenjie Li, Sujian Li
2009	—	`conf`	Learning Similarity Functions in Graph-Based Document Summarization. ICCPOL Ouyang You, Wenjie Li, Furu Wei, Qin Lu
2009	—	`conf`	Query-Oriented Summarization Based on Neighborhood Graph Model. ICCPOL Furu Wei, Yanxiang He, Wenjie Li, Lei Huang
2009	A	`conf`	iRANK: an interactive ranking framework and its application in query-focused summarization. CIKM Furu Wei, Wenjie Li, Wei Wang, Yanxiang He
2008	A	`conf`	A Cluster-Sensitive Graph Model for Query-Oriented Multi-document Summarization. ECIR Furu Wei, Wenjie Li, Qin Lu, Yanxiang He
2008	—	`conf`	A Novel Feature-based Approach to Chinese Entity Relation Extraction. ACL (2) Wenjie Li, Peng Zhang, Furu Wei, Yuexian Hou, Qin Lu
2008	—	`conf`	A Query-Sensitive Graph-Based Sentence Ranking Algorithm for Query-Oriented Multi-document Summarization. ISIP Furu Wei, Yanxiang He, Wenjie Li, Qin Lu
2008	B	`conf`	Exploiting the Role of Named Entities in Query-Oriented Document Summarization. PRICAI Wenjie Li, Furu Wei, Ouyang You, Qin Lu, Yanxiang He
2008	B	`conf`	Exploiting the Role of Position Feature in Chinese Relation Extraction. LREC Peng Zhang, Wenjie Li, Furu Wei, Qin Lu, Yuexian Hou
2008	B	`conf`	PNR2: Ranking Sentences with Positive and Negative Reinforcement for Query-Oriented Update Summarization. COLING Wenjie Li, Furu Wei, Qin Lu, Yanxiang He
2008	—	`conf`	PolyU at TAC 2008. TAC Wenjie Li, Ouyang You, Yi Hu, Furu Wei
2008	A*	`conf`	Query-sensitive mutual reinforcement chain and its application in query-oriented multi-document summarization. SIGIR Furu Wei, Wenjie Li, Qin Lu, Yanxiang He
2005	—	`conf`	An Application of FIPA-ACL Based Agent Communication in Mobile-GPS System. ICWN Furu Wei, Min Peng, Wei Zhang, Yanxiang He