Hua Wu - RankMe

343 papers A* 56A 2B 7Misc 1Journal 175Unranked 101

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	BEE-RAG: Balanced Entropy Engineering for Retrieval-Augmented Generation. AAAI Yuhao Wang, Ruiyang Ren, Yucheng Wang, Jing Liu, Xin Zhao, Hua Wu, Haifeng Wang
2026	J	`jnl`	CORD: Bridging the Audio-Text Reasoning Gap via Weighted On-policy Cross-modal Distillation. CoRR Jing Hu, Danxiang Zhu, Xianlong Luo, Dan Zhang, Shuwei He, Yishu Lei, Haitao Zheng, Shikun Feng, Jingzhou He, Yu Sun, Hua Wu, Haifeng Wang
2026	J	`jnl`	Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language Models. CoRR Shaoning Sun, Mingzhu Cai, Huang He, Bingjin Chen, Siqi Bao, Yujiu Yang, Hua Wu, Haifeng Wang
2026	J	`jnl`	Eureka-Audio: Triggering Audio Intelligence in Compact Language Models. CoRR Dan Zhang, Yishu Lei, Jing Hu, Shuwei He, Songhe Deng, Xianlong Luo, Danxiang Zhu, Shikun Feng, Rui Liu, Jingzhou He, Yu Sun, Hua Wu, Haifeng Wang
2026	J	`jnl`	Learning to Generate via Understanding: Understanding-Driven Intrinsic Rewarding for Unified Multimodal Models. CoRR Jiadong Pan, Liang Li, Yuxin Peng, Yu-Ming Tang, Shuohuan Wang, Yu Sun, Hua Wu, Qingming Huang, Haifeng Wang
2026	J	`jnl`	MEnvAgent: Scalable Polyglot Environment Construction for Verifiable Software Engineering. CoRR Chuanzhe Guo, Jingjing Wu, Sijun He, Yang Chen, Zhaoqi Kuang, Shilong Fan, Bingjin Chen, Siqi Bao, Jing Liu, Hua Wu, Qingfu Zhu, Wanxiang Che, Haifeng Wang
2026	J	`jnl`	Mixture of Universal Experts: Scaling Virtual Width via Depth-Width Transformation. CoRR Yilong Chen, Naibin Gu, Junyuan Shang, Zhenyu Zhang, Yuchen Feng, Jiawei Sheng, Tingwen Liu, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang
2026	J	`jnl`	MoE Adapter for Large Audio Language Models: Sparsity, Disentanglement, and Gradient-Conflict-Free. CoRR Yishu Lei, Shuwei He, Jing Hu, Dan Zhang, Xianlong Luo, Danxiang Zhu, Shikun Feng, Rui Liu, Jingzhou He, Yu Sun, Hua Wu, Haifeng Wang
2026	J	`jnl`	OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution. CoRR Le Zhang, Yixiong Xiao, Xinjiang Lu, Jingjia Cao, Yusai Zhao, Jingbo Zhou, Lang An, Zikan Feng, Wanxiang Sha, Yu Shi, Congxi Xiao, Jian Xiong, Yankai Zhang, Hua Wu, Haifeng Wang
2026	J	`jnl`	Residual Stream Analysis of Overfitting And Structural Disruptions. CoRR Quan Liu, Han Zhou, Wenquan Wu, Hua Wu, Sen Su
2026	J	`jnl`	Sparse Growing Transformer: Training-Time Sparse Depth Allocation via Progressive Attention Looping. CoRR Yao Chen, Yilong Chen, Yinqi Yang, Junyuan Shang, Zhenyu Zhang, Zefeng Zhang, Shuaiyi Nie, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang, Tingwen Liu
2026	J	`jnl`	VideoAR: Autoregressive Video Generation via Next-Frame & Scale Prediction. CoRR Longbin Ji, Xiaoxiong Liu, Junyuan Shang, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang
2025	J	`jnl`	A Survey on Parallel Reasoning. CoRR Ziqi Wang, Boye Niu, Zipeng Gao, Zhi Zheng, Tong Xu, Linghui Meng, Zhongli Li, Jing Liu, Yilong Chen, Chen Zhu, Hua Wu, Haifeng Wang, Enhong Chen
2025	J	`jnl`	A simple yet effective self-debiasing framework for transformer models. Artif. Intell. Xiaoyue Wang, Xin Liu, Lijie Wang, Suhang Wu, Jinsong Su, Hua Wu
2025	J	`jnl`	A2R: An Asymmetric Two-Stage Reasoning Framework for Parallel Reasoning. CoRR Ziqi Wang, Boye Niu, Zhongli Li, Linghui Meng, Jing Liu, Zhi Zheng, Tong Xu, Hua Wu, Haifeng Wang, Enhong Chen
2025	J	`jnl`	Advantageous Parameter Expansion Training Makes Better Large Language Models. CoRR Naibin Gu, Yilong Chen, Zhenyu Zhang, Peng Fu, Zheng Lin, Shuohuan Wang, Yu Sun, Hua Wu, Weiping Wang, Haifeng Wang
2025	A*	`conf`	AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment. EMNLP Mengyu Bu, Shaolei Zhang, Zhongjun He, Hua Wu, Yang Feng
2025	J	`jnl`	AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment. CoRR Mengyu Bu, Shaolei Zhang, Zhongjun He, Hua Wu, Yang Feng
2025	J	`jnl`	Auditable-choice reframing unlocks RL-based verification for open-ended tasks. CoRR Mengyu Zhang, Xubo Liu, Siyu Ding, Weichong Yin, Yu Sun, Hua Wu, Wenya Guo, Ying Zhang
2025	J	`jnl`	BEE-RAG: Balanced Entropy Engineering for Retrieval-Augmented Generation. CoRR Yuhao Wang, Ruiyang Ren, Yucheng Wang, Jing Liu, Wayne Xin Zhao, Hua Wu, Haifeng Wang
2025	—	`conf`	BeamLoRA: Beam-Constraint Low-Rank Adaptation. ACL (1) Naibin Gu, Zhenyu Zhang, Xiyu Liu, Peng Fu, Zheng Lin, Shuohuan Wang, Yu Sun, Hua Wu, Weiping Wang, Haifeng Wang
2025	J	`jnl`	BeamLoRA: Beam-Constraint Low-Rank Adaptation. CoRR Naibin Gu, Zhenyu Zhang, Xiyu Liu, Peng Fu, Zheng Lin, Shuohuan Wang, Yu Sun, Hua Wu, Weiping Wang, Haifeng Wang
2025	J	`jnl`	Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding. CoRR Yuchen Feng, Zhenyu Zhang, Naibin Gu, Yilong Chen, Peng Fu, Zheng Lin, Shuohuan Wang, Yu Sun, Hua Wu, Weiping Wang, Haifeng Wang
2025	—	`conf`	Curiosity-Driven Reinforcement Learning from Human Feedback. ACL (1) Haoran Sun, Yekun Chai, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang
2025	J	`jnl`	Curiosity-Driven Reinforcement Learning from Human Feedback. CoRR Haoran Sun, Yekun Chai, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang
2025	J	`jnl`	Elastic MoE: Unlocking the Inference-Time Scalability of Mixture-of-Experts. CoRR Naibin Gu, Zhenyu Zhang, Yuchen Feng, Yilong Chen, Peng Fu, Zheng Lin, Shuohuan Wang, Yu Sun, Hua Wu, Weiping Wang, Haifeng Wang
2025	—	`conf`	HFT: Half Fine-Tuning for Large Language Models. ACL (1) Tingfeng Hui, Zhenyu Zhang, Shuohuan Wang, Weiran Xu, Yu Sun, Hua Wu
2025	—	`conf`	Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking. ACL (1) Yilong Chen, Junyuan Shang, Zhenyu Zhang, Yanxi Xie, Jiawei Sheng, Tingwen Liu, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang
2025	J	`jnl`	Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking. CoRR Yilong Chen, Junyuan Shang, Zhenyu Zhang, Yanxi Xie, Jiawei Sheng, Tingwen Liu, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang
2025	B	`conf`	Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation. COLING Ruiyang Ren, Yuhao Wang, Yingqi Qu, Wayne Xin Zhao, Jing Liu, Hua Wu, Ji-Rong Wen, Haifeng Wang
2025	A*	`conf`	MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions. ICLR Yekun Chai, Haoran Sun, Huang Fang, Shuohuan Wang, Yu Sun, Hua Wu
2025	J	`jnl`	MatryoshkaThinking: Recursive Test-Time Scaling Enables Efficient Reasoning. CoRR Hongwei Chen, Yishu Lei, Dan Zhang, Bo Ke, Danxiang Zhu, Xuyi Chen, Yuxiang Lu, Zhengjie Huang, Shikun Feng, Jingzhou He, Yu Sun, Hua Wu, Haifeng Wang
2025	A*	`conf`	Mixture of Hidden-Dimensions: Not All Hidden-States' Dimensions are Needed in Transformer. ICML Yilong Chen, Junyuan Shang, Zhenyu Zhang, Jiawei Sheng, Tingwen Liu, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang
2025	J	`jnl`	ProxyAttn: Guided Sparse Attention via Representative Heads. CoRR Yixuan Wang, Huang He, Siqi Bao, Hua Wu, Haifeng Wang, Qingfu Zhu, Wanxiang Che
2025	J	`jnl`	Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation. CoRR Yuhao Wang, Ruiyang Ren, Yucheng Wang, Wayne Xin Zhao, Jing Liu, Hua Wu, Haifeng Wang
2025	J	`jnl`	Semantic Energy: Detecting LLM Hallucination Beyond Entropy. CoRR Huan Ma, Jiadong Pan, Jing Liu, Yan Chen, Joey Tianyi Zhou, Guangyu Wang, Qinghua Hu, Hua Wu, Changqing Zhang, Haifeng Wang
2025	J	`jnl`	Towards few-shot mixed-type dialogue generation. Sci. China Inf. Sci. Zeming Liu, Haifeng Wang, Zeyang Lei, Zheng-Yu Niu, Hua Wu, Wanxiang Che
2025	A*	`conf`	Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation. SIGIR Yuhao Wang, Ruiyang Ren, Yucheng Wang, Wayne Xin Zhao, Jing Liu, Hua Wu, Haifeng Wang
2025	J	`jnl`	Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation. CoRR Yuhao Wang, Ruiyang Ren, Yucheng Wang, Wayne Xin Zhao, Jing Liu, Hua Wu, Haifeng Wang
2025	—	`conf`	Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging. ACL (1) Tingfeng Hui, Zhenyu Zhang, Shuohuan Wang, Yu Sun, Hua Wu, Sen Su
2025	J	`jnl`	V-ITI: Mitigating Hallucinations in Multimodal Large Language Models via Visual Inference-Time Intervention. CoRR Nan Sun, Zhenyu Zhang, Xixun Lin, Kun Wang, Yanmin Shang, Naibin Gu, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang, Yanan Cao
2025	A*	`conf`	Weights-Rotated Preference Optimization for Large Language Models. EMNLP Chenxu Yang, Ruipeng Jia, Mingyu Zheng, Naibin Gu, Zheng Lin, Siyuan Chen, Weichong Yin, Hua Wu, Weiping Wang
2025	J	`jnl`	Weights-Rotated Preference Optimization for Large Language Models. CoRR Chenxu Yang, Ruipeng Jia, Mingyu Zheng, Naibin Gu, Zheng Lin, Siyuan Chen, Weichong Yin, Hua Wu, Weiping Wang
2024	—	`conf`	An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation. NAACL-HLT Pengzhi Gao, Ruiqing Zhang, Zhongjun He, Hua Wu, Haifeng Wang
2024	A*	`conf`	Autoregressive Pre-Training on Pixels and Texts. EMNLP Yekun Chai, Qingyi Liu, Jingwu Xiao, Shuohuan Wang, Yu Sun, Hua Wu
2024	—	`conf`	BASES: Large-scale Web Search User Simulation with Large Language Model based Agents. EMNLP (Findings) Ruiyang Ren, Peng Qiu, Yingqi Qu, Jing Liu, Xin Zhao, Hua Wu, Ji-Rong Wen, Haifeng Wang
2024	J	`jnl`	BASES: Large-scale Web Search User Simulation with Large Language Model based Agents. CoRR Ruiyang Ren, Peng Qiu, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Hua Wu, Ji-Rong Wen, Haifeng Wang
2024	J	`jnl`	BEVWorld: A Multimodal World Model for Autonomous Driving via Unified BEV Latent Space. CoRR Yumeng Zhang, Shi Gong, Kaixin Xiong, Xiaoqing Ye, Xiao Tan, Fan Wang, Jizhou Huang, Hua Wu, Haifeng Wang
2024	J	`jnl`	Dual Modalities of Text: Visual and Textual Generative Pre-training. CoRR Yekun Chai, Qingyi Liu, Jingwu Xiao, Shuohuan Wang, Yu Sun, Hua Wu
2024	J	`jnl`	Exploring the Causality of End-to-End Autonomous Driving. CoRR Jiankun Li, Hao Li, Jiangjiang Liu, Zhikang Zou, Xiaoqing Ye, Fan Wang, Jizhou Huang, Hua Wu, Haifeng Wang
2024	J	`jnl`	HFT: Half Fine-Tuning for Large Language Models. CoRR Tingfeng Hui, Zhenyu Zhang, Shuohuan Wang, Weiran Xu, Yu Sun, Hua Wu
2024	—	`conf`	LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion. ACL (1) Yilong Chen, Junyuan Shang, Zhenyu Zhang, Shiyao Cui, Tingwen Liu, Shuohuan Wang, Yu Sun, Hua Wu
2024	J	`jnl`	Learning to Select External Knowledge With Multi-Scale Negative Sampling. IEEE ACM Trans. Audio Speech Lang. Process. Huang He, Hua Lu, Siqi Bao, Fan Wang, Hua Wu, Zheng-Yu Niu, Haifeng Wang
2024	J	`jnl`	MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions. CoRR Yekun Chai, Haoran Sun, Huang Fang, Shuohuan Wang, Yu Sun, Hua Wu
2024	J	`jnl`	Mixture of Hidden-Dimensions Transformer. CoRR Yilong Chen, Junyuan Shang, Zhengyu Zhang, Jiawei Sheng, Tingwen Liu, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang
2024	—	`conf`	NACL: A General and Effective KV Cache Eviction Framework for LLM at Inference Time. ACL (1) Yilong Chen, Guoxia Wang, Junyuan Shang, Shiyao Cui, Zhenyu Zhang, Tingwen Liu, Shuohuan Wang, Yu Sun, Dianhai Yu, Hua Wu
2024	J	`jnl`	NACL: A General and Effective KV Cache Eviction Framework for LLMs at Inference Time. CoRR Yilong Chen, Guoxia Wang, Junyuan Shang, Shiyao Cui, Zhenyu Zhang, Tingwen Liu, Shuohuan Wang, Yu Sun, Dianhai Yu, Hua Wu
2024	A*	`conf`	On Training Data Influence of GPT Models. EMNLP Yekun Chai, Qingyi Liu, Shuohuan Wang, Yu Sun, Qiwei Peng, Hua Wu
2024	J	`jnl`	On Training Data Influence of GPT Models. CoRR Qingyi Liu, Yekun Chai, Shuohuan Wang, Yu Sun, Qiwei Peng, Keze Wang, Hua Wu
2024	J	`jnl`	Orthogonal Finetuning for Direct Preference Optimization. CoRR Chenxu Yang, Ruipeng Jia, Naibin Gu, Zheng Lin, Siyuan Chen, Chao Pang, Weichong Yin, Yu Sun, Hua Wu, Weiping Wang
2024	—	`conf`	QDMR-based Planning-and-Solving Prompting for Complex Reasoning Tasks. LREC/COLING Jinfeng Huang, Qiaoqiao She, Wenbin Jiang, Hua Wu, Yang Hao, Tong Xu, Feng Wu
2024	J	`jnl`	S CoRR Yuanhang Li, Qi Mao, Lan Chen, Zhen Fang, Lei Tian, Xinyan Xiao, Libiao Jin, Hua Wu
2024	A*	`conf`	Tool-Augmented Reward Modeling. ICLR Lei Li, Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Ningyu Zhang, Hua Wu
2024	J	`jnl`	Towards Boosting Many-to-Many Multilingual Machine Translation with Large Language Models. CoRR Pengzhi Gao, Zhongjun He, Hua Wu, Haifeng Wang
2024	J	`jnl`	Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging. CoRR Tingfeng Hui, Zhenyu Zhang, Shuohuan Wang, Yu Sun, Hua Wu, Sen Su
2023	J	`jnl`	A High-Order Curvature Compensated CMOS Bandgap Reference Without Resistors. Circuits Syst. Signal Process. Xiuping Feng, Hua Wu, Libin Huang, Jia Yao, Wei Zeng, Xianguo Cao
2023	J	`jnl`	A Simple yet Effective Self-Debiasing Framework for Transformer Models. CoRR Xiaoyue Wang, Lijie Wang, Xin Liu, Suhang Wu, Jinsong Su, Hua Wu
2023	—	`conf`	A Thorough Examination on Zero-shot Dense Retrieval. EMNLP (Findings) Ruiyang Ren, Yingqi Qu, Jing Liu, Xin Zhao, Qifei Wu, Yuchen Ding, Hua Wu, Haifeng Wang, Ji-Rong Wen
2023	J	`jnl`	A method for multiple-sequence-alignment-free protein structure prediction using a protein language model. Nat. Mac. Intell. Xiaomin Fang, Fan Wang, Lihang Liu, Jingzhou He, Dayong Lin, Yingfei Xiang, Kunrui Zhu, Xiaonan Zhang, Hua Wu, Hui Li, Le Song
2023	J	`jnl`	An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation. CoRR Pengzhi Gao, Ruiqing Zhang, Zhongjun He, Hua Wu, Haifeng Wang
2023	J	`jnl`	Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency Reward. IEEE ACM Trans. Audio Speech Lang. Process. Zhe Hu, Zhiwei Cao, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Jinsong Su, Hua Wu
2023	J	`jnl`	ERNIE 3.0 Tiny: Frustratingly Simple Method to Improve Task-Agnostic Distillation Generalization. CoRR Weixin Liu, Xuyi Chen, Jiaxiang Liu, Shikun Feng, Yu Sun, Hao Tian, Hua Wu
2023	—	`conf`	ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages. ACL (Findings) Yekun Chai, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu
2023	J	`jnl`	ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models. CoRR Pengfei Zhu, Chao Pang, Shuohuan Wang, Yekun Chai, Yu Sun, Hao Tian, Hua Wu
2023	A*	`conf`	ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts. CVPR Zhida Feng, Zhenyu Zhang, Xintong Yu, Yewei Fang, Lanxin Li, Xuyi Chen, Yuxiang Lu, Jiaxiang Liu, Weichong Yin, Shikun Feng, Yu Sun, Li Chen, Hao Tian, Hua Wu, Haifeng Wang
2023	J	`jnl`	GLS-CSC: A Simple but Effective Strategy to Mitigate Chinese STM Models' Over-Reliance on Superficial Clue. CoRR Yanrui Du, Sendong Zhao, Yuhan Chen, Rai Bai, Jing Liu, Hua Wu, Haifeng Wang, Bing Qin
2023	J	`jnl`	Graph-Grounded Goal Planning for Conversational Recommendation. IEEE Trans. Knowl. Data Eng. Zeming Liu, Ding Zhou, Hao Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu, Hui Xiong
2023	—	`conf`	IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding. EMNLP (Findings) Peijian Gu, Yaozong Shen, Lijie Wang, Quan Wang, Hua Wu, Zhendong Mao
2023	A*	`conf`	IBADR: an Iterative Bias-Aware Dataset Refinement Framework for Debiasing NLU models. EMNLP Xiaoyue Wang, Xin Liu, Lijie Wang, Yaoxiang Wang, Jinsong Su, Hua Wu
2023	J	`jnl`	IBADR: an Iterative Bias-Aware Dataset Refinement Framework for Debiasing NLU models. CoRR Xiaoyue Wang, Xin Liu, Lijie Wang, Yaoxiang Wang, Jinsong Su, Hua Wu
2023	—	`conf`	Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization. ACL (Findings) Pengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu, Haifeng Wang
2023	J	`jnl`	Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization. CoRR Pengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu, Haifeng Wang
2023	J	`jnl`	Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation. CoRR Ruiyang Ren, Yuhao Wang, Yingqi Qu, Wayne Xin Zhao, Jing Liu, Hao Tian, Hua Wu, Ji-Rong Wen, Haifeng Wang
2023	—	`conf`	Learning In-context Learning for Named Entity Recognition. ACL (1) Jiawei Chen, Yaojie Lu, Hongyu Lin, Jie Lou, Wei Jia, Dai Dai, Hua Wu, Boxi Cao, Xianpei Han, Le Sun
2023	J	`jnl`	Learning In-context Learning for Named Entity Recognition. CoRR Jiawei Chen, Yaojie Lu, Hongyu Lin, Jie Lou, Wei Jia, Dai Dai, Hua Wu, Boxi Cao, Xianpei Han, Le Sun
2023	—	`conf`	Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization. EMNLP (Industry Track) Pengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu, Haifeng Wang
2023	J	`jnl`	Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization. CoRR Pengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu, Haifeng Wang
2023	A*	`conf`	Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation. IJCAI Yanrui Du, Jing Yan, Yan Chen, Jing Liu, Sendong Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Bing Qin
2023	—	`conf`	Modeling for Low Power Bypass Window SAR ADC Based on Highest Weight Capacitor Splitting. ICECS Kangkang Sun, Hua Wu, Jian Guan, Zhipeng Li, Jingjing Liu
2023	—	`conf`	Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling. ACL (1) Mingzhu Cai, Siqi Bao, Xin Tian, Huang He, Fan Wang, Hua Wu
2023	J	`jnl`	RLCharge: Imitative Multi-Agent Spatiotemporal Reinforcement Learning for Electric Vehicle Charging Station Recommendation. IEEE Trans. Knowl. Data Eng. Weijia Zhang, Hao Liu, Hui Xiong, Tong Xu, Fan Wang, Haoran Xin, Hua Wu
2023	—	`conf`	SeSQL: A High-Quality Large-Scale Session-Level Chinese Text-to-SQL Dataset. NLPCC (1) Saihao Huang, Lijie Wang, Zhenghua Li, Zeyang Liu, Chenhui Dou, Fukang Yan, Xinyan Xiao, Hua Wu, Min Zhang
2023	—	`conf`	TOME: A Two-stage Approach for Model-based Retrieval. ACL (1) Ruiyang Ren, Wayne Xin Zhao, Jing Liu, Hua Wu, Ji-Rong Wen, Haifeng Wang
2023	J	`jnl`	TOME: A Two-stage Approach for Model-based Retrieval. CoRR Ruiyang Ren, Wayne Xin Zhao, Jing Liu, Hua Wu, Ji-Rong Wen, Haifeng Wang
2023	J	`jnl`	Tool-Augmented Reward Modeling. CoRR Lei Li, Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Ningyu Zhang, Hua Wu
2023	—	`conf`	Towards Boosting the Open-Domain Chatbot with Human Feedback. ACL (1) Hua Lu, Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang
2023	—	`conf`	Towards Zero-Shot Persona Dialogue Generation with In-Context Learning. ACL (Findings) Xinchao Xu, Zeyang Lei, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang
2023	A*	`conf`	Universal Information Extraction as Unified Semantic Matching. AAAI Jie Lou, Yaojie Lu, Dai Dai, Wei Jia, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu
2023	J	`jnl`	Universal Information Extraction as Unified Semantic Matching. CoRR Jie Lou, Yaojie Lu, Dai Dai, Wei Jia, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu
2022	B	`conf`	A Fine-grained Interpretability Evaluation Benchmark for Neural NLP. CoNLL Lijie Wang, Yaozong Shen, Shuyuan Peng, Shuai Zhang, Xinyan Xiao, Hao Liu, Hongxuan Tang, Ying Chen, Hua Wu, Haifeng Wang
2022	J	`jnl`	A Fine-grained Interpretability Evaluation Benchmark for Neural NLP. CoRR Lijie Wang, Yaozong Shen, Shuyuan Peng, Shuai Zhang, Xinyan Xiao, Hao Liu, Hongxuan Tang, Ying Chen, Hua Wu, Haifeng Wang
2022	J	`jnl`	A Thorough Examination on Zero-shot Dense Retrieval. CoRR Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qifei Wu, Yuchen Ding, Hua Wu, Haifeng Wang, Ji-Rong Wen
2022	J	`jnl`	An Interpretability Evaluation Benchmark for Pre-trained Language Models. CoRR Yaozong Shen, Lijie Wang, Ying Chen, Xinyan Xiao, Jing Liu, Hua Wu
2022	J	`jnl`	BatchDTA: implicit batch alignment enhances deep learning-based drug-target affinity estimation. Briefings Bioinform. Hongyu Luo, Yingfei Xiang, Xiaomin Fang, Wei Li, Fan Wang, Hua Wu, Haifeng Wang
2022	—	`conf`	Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation. NAACL-HLT Pengzhi Gao, Zhongjun He, Hua Wu, Haifeng Wang
2022	J	`jnl`	Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation. CoRR Pengzhi Gao, Zhongjun He, Hua Wu, Haifeng Wang
2022	A*	`conf`	CDConv: A Benchmark for Contradiction Detection in Chinese Conversations. EMNLP Chujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Minlie Huang
2022	J	`jnl`	CDConv: A Benchmark for Contradiction Detection in Chinese Conversations. CoRR Chujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, Wenquan Wu, Zhengyu Niu, Hua Wu, Minlie Huang
2022	A*	`conf`	CLOP: Video-and-Language Pre-Training with Knowledge Regularizations. ACM Multimedia Guohao Li, Hu Yang, Feng He, Zhifan Feng, Yajuan Lyu, Hua Wu, Haifeng Wang
2022	J	`jnl`	CLOP: Video-and-Language Pre-Training with Knowledge Regularizations. CoRR Guohao Li, Hu Yang, Feng He, Zhifan Feng, Yajuan Lyu, Hua Wu, Haifeng Wang
2022	—	`conf`	Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards. EMNLP (Findings) Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2022	J	`jnl`	Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards. CoRR Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2022	J	`jnl`	DTSyn: a dual-transformer-based neural network to predict synergistic drug combinations. Briefings Bioinform. Jing Hu, Jie Gao, Xiaomin Fang, Zijing Liu, Fan Wang, Weili Huang, Hua Wu, Guodong Zhao
2022	—	`conf`	DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training. ACL (Findings) Luyang Huang, Guocheng Niu, Jiachen Liu, Xinyan Xiao, Hua Wu
2022	J	`jnl`	DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training. CoRR Luyang Huang, Guocheng Niu, Jiachen Liu, Xinyan Xiao, Hua Wu
2022	A*	`conf`	DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models. EMNLP Hongyu Zhu, Yan Chen, Jing Yan, Jing Liu, Yu Hong, Ying Chen, Hua Wu, Haifeng Wang
2022	—	`conf`	DuReader ACL (Findings) Le Qi, Shangwen Lv, Hongyu Li, Jing Liu, Yu Zhang, Qiaoqiao She, Hua Wu, Haifeng Wang, Ting Liu
2022	A*	`conf`	DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine. EMNLP Yifu Qiu, Hongyu Li, Yingqi Qu, Ying Chen, Qiaoqiao She, Jing Liu, Hua Wu, Haifeng Wang
2022	J	`jnl`	DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine. CoRR Yifu Qiu, Hongyu Li, Yingqi Qu, Ying Chen, Qiaoqiao She, Jing Liu, Hua Wu, Haifeng Wang
2022	J	`jnl`	ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages. CoRR Yekun Chai, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu
2022	—	`conf`	ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding. EMNLP (Findings) Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo, Zhenyu Zhang, Zhengjie Huang, Yuhui Cao, Weichong Yin, Yongfeng Chen, Yin Zhang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2022	J	`jnl`	ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding. CoRR Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo, Zhenyu Zhang, Zhengjie Huang, Teng Hu, Weichong Yin, Yongfeng Chen, Yin Zhang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2022	J	`jnl`	ERNIE-SAT: Speech and Text Joint Pretraining for Cross-Lingual Multi-Speaker Text-to-Speech. CoRR Xiaoran Fan, Chao Pang, Tian Yuan, He Bai, Renjie Zheng, Pengfei Zhu, Shuohuan Wang, Jun-Kun Chen, Zeyu Chen, Liang Huang, Yu Sun, Hua Wu
2022	J	`jnl`	ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention. CoRR Yang Liu, Jiaxiang Liu, Li Chen, Yuxiang Lu, Shikun Feng, Zhida Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2022	J	`jnl`	ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval. CoRR Yuxiang Lu, Yiding Liu, Jiaxiang Liu, Yunsheng Shi, Zhengjie Huang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Shuaiqiang Wang, Dawei Yin, Haifeng Wang
2022	J	`jnl`	ERNIE-UniX2: A Unified Cross-lingual Cross-modal Framework for Understanding and Generation. CoRR Bin Shan, Yaqian Han, Weichong Yin, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2022	J	`jnl`	ERNIE-ViL 2.0: Multi-view Contrastive Learning for Image-Text Pre-training. CoRR Bin Shan, Weichong Yin, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2022	J	`jnl`	ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts. CoRR Zhida Feng, Zhenyu Zhang, Xintong Yu, Yewei Fang, Lanxin Li, Xuyi Chen, Yuxiang Lu, Jiaxiang Liu, Weichong Yin, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2022	J	`jnl`	Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning. Trans. Mach. Learn. Res. Fan Wang, Hao Tian, Haoyi Xiong, Hua Wu, Jie Fu, Yang Cao, Yu Kang, Haifeng Wang
2022	—	`conf`	FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness. EMNLP (Findings) Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Ziqiang Cao, Sujian Li, Hua Wu
2022	J	`jnl`	FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness. CoRR Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Ziqiang Cao, Sujian Li, Hua Wu
2022	J	`jnl`	Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods. CoRR Wei Li, Wenhao Wu, Moye Chen, Jiachen Liu, Xinyan Xiao, Hua Wu
2022	J	`jnl`	GEM-2: Next Generation Molecular Property Prediction Network with Many-body and Full-range Interaction Modeling. CoRR Lihang Liu, Donglong He, Xiaomin Fang, Shanzhuo Zhang, Fan Wang, Jingzhou He, Hua Wu
2022	J	`jnl`	Geometry-enhanced molecular representation learning for property prediction. Nat. Mach. Intell. Xiaomin Fang, Lihang Liu, Jieqiong Lei, Donglong He, Shanzhuo Zhang, Jingbo Zhou, Fan Wang, Hua Wu, Haifeng Wang
2022	J	`jnl`	HelixADMET: a robust and endpoint extensible ADMET system incorporating self-supervised knowledge transfer. Bioinform. Shanzhuo Zhang, Zhiyuan Yan, Yueyang Huang, Lihang Liu, Donglong He, Wei Wang, Xiaomin Fang, Xiaonan Zhang, Fan Wang, Hua Wu, Haifeng Wang
2022	J	`jnl`	HelixADMET: a robust and endpoint extensible ADMET system incorporating self-supervised knowledge transfer. CoRR Shanzhuo Zhang, Zhiyuan Yan, Yueyang Huang, Lihang Liu, Donglong He, Wei Wang, Xiaomin Fang, Xiaonan Zhang, Fan Wang, Hua Wu, Haifeng Wang
2022	J	`jnl`	HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative. CoRR Xiaomin Fang, Fan Wang, Lihang Liu, Jingzhou He, Dayong Lin, Yingfei Xiang, Xiaonan Zhang, Hua Wu, Hui Li, Le Song
2022	—	`conf`	HelixMO: Sample-Efficient Molecular Optimization in Scene-Sensitive Latent Space. BIBM Zhiyuan Chen, Xiaomin Fang, Zixu Hua, Yueyang Huang, Fan Wang, Hua Wu
2022	—	`conf`	Learning Adaptive Segmentation Policy for End-to-End Simultaneous Translation. ACL (1) Ruiqing Zhang, Zhongjun He, Hua Wu, Haifeng Wang
2022	J	`jnl`	Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation. CoRR Yanrui Du, Jing Yan, Yan Chen, Jing Liu, Sendong Zhao, Hua Wu, Haifeng Wang, Bing Qin
2022	—	`conf`	Long Time No See! Open-Domain Conversation with Long-Term Persona Memory. ACL (Findings) Xinchao Xu, Zhibin Gou, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang, Shihang Wang
2022	J	`jnl`	Long Time No See! Open-Domain Conversation with Long-Term Persona Memory. CoRR Xinchao Xu, Zhibin Gou, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang, Shihang Wang
2022	—	`conf`	Non-Autoregressive Chinese ASR Error Correction with Phonological Training. NAACL-HLT Zheng Fang, Ruiqing Zhang, Zhongjun He, Hua Wu, Yanan Cao
2022	—	`conf`	PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation. ACL (1) Zhe Hu, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Hua Wu, Lifu Huang
2022	J	`jnl`	PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation. CoRR Zhe Hu, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Hua Wu, Lifu Huang
2022	—	`conf`	PLATO-Ad: A Unified Advertisement Text Generation Framework with Multi-Task Prompt Learning. EMNLP (Industry Track) Zeyang Lei, Chao Zhang, Xinchao Xu, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang, Yi Yang, Shuanglong Li
2022	J	`jnl`	PLATO-K: Internal and External Knowledge Enhanced Dialogue Generation. CoRR Siqi Bao, Huang He, Jun Xu, Hua Lu, Fan Wang, Hua Wu, Han Zhou, Wenquan Wu, Zheng-Yu Niu, Haifeng Wang
2022	—	`conf`	PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation. AACL/IJCNLP (Findings) Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhihua Wu, Zhen Guo, Hua Lu, Xinxian Huang, Xin Tian, Xinchao Xu, Yingzhan Lin, Zheng-Yu Niu
2022	A*	`conf`	Q-TOD: A Query-driven Task-oriented Dialogue System. EMNLP Xin Tian, Yingzhan Lin, Mengfei Song, Siqi Bao, Fan Wang, Huang He, Shuqi Sun, Hua Wu
2022	J	`jnl`	Q-TOD: A Query-driven Task-oriented Dialogue System. CoRR Xin Tian, Yingzhan Lin, Mengfei Song, Siqi Bao, Fan Wang, Huang He, Shuqi Sun, Hua Wu
2022	J	`jnl`	Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling. CoRR Mingzhu Cai, Siqi Bao, Xin Tian, Huang He, Fan Wang, Hua Wu
2022	J	`jnl`	SINC: Service Information Augmented Open-Domain Conversation. CoRR Han Zhou, Xinchao Xu, Wenquan Wu, Zhengyu Niu, Hua Wu, Siqi Bao, Fan Wang, Haifeng Wang
2022	J	`jnl`	SeSQL: Yet Another Large-scale Session-level Chinese Text-to-SQL Dataset. CoRR Saihao Huang, Lijie Wang, Zhenghua Li, Zeyang Liu, Chenhui Dou, Fukang Yan, Xinyan Xiao, Hua Wu, Min Zhang
2022	—	`conf`	Syntax-guided Contrastive Learning for Pre-trained Language Model. ACL (Findings) Shuai Zhang, Lijie Wang, Xinyan Xiao, Hua Wu
2022	J	`jnl`	Towards Boosting the Open-Domain Chatbot with Human Feedback. CoRR Hua Lu, Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang
2022	J	`jnl`	Towards Knowledge-Aware Video Captioning via Transitive Visual Relationship Detection. IEEE Trans. Circuits Syst. Video Technol. Bofeng Wu, Guocheng Niu, Jun Yu, Xinyan Xiao, Jian Zhang, Hua Wu
2022	J	`jnl`	Towards Multi-Turn Empathetic Dialogs with Positive Emotion Elicitation. CoRR Shihang Wang, Xinchao Xu, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang
2022	—	`conf`	UNIMO-2: End-to-End Unified Vision-Language Grounded Learning. ACL (Findings) Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang
2022	J	`jnl`	UNIMO-2: End-to-End Unified Vision-Language Grounded Learning. CoRR Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang
2022	J	`jnl`	UPainting: Unified Text-to-Image Diffusion Generation with Cross-modal Guidance. CoRR Wei Li, Xue Xu, Xinyan Xiao, Jiachen Liu, Hu Yang, Guohao Li, Zhanpeng Wang, Zhifan Feng, Qiaoqiao She, Yajuan Lyu, Hua Wu
2022	—	`conf`	Unified Structure Generation for Universal Information Extraction. ACL (1) Yaojie Lu, Qing Liu, Dai Dai, Xinyan Xiao, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu
2022	J	`jnl`	Unified Structure Generation for Universal Information Extraction. CoRR Yaojie Lu, Qing Liu, Dai Dai, Xinyan Xiao, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu
2022	—	`conf`	Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals. ACL (1) Zeming Liu, Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu
2022	J	`jnl`	Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals. CoRR Zeming Liu, Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu
2021	J	`jnl`	A Multimodal Sentiment Dataset for Video Recommendation. CoRR Hongxuan Tang, Hao Liu, Xinyan Xiao, Hua Wu
2021	J	`jnl`	A Sentiment Analysis Dataset for Trustworthiness Evaluation. CoRR Lijie Wang, Hao Liu, Shuyuan Peng, Hongxuan Tang, Xinyan Xiao, Ying Chen, Hua Wu
2021	J	`jnl`	A Unified Pre-training Framework for Conversational AI. CoRR Siqi Bao, Bingjin Chen, Huang He, Xin Tian, Han Zhou, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Yingzhan Lin
2021	J	`jnl`	Amendable Generation for Dialogue State Tracking. CoRR Xin Tian, Liankai Huang, Yingzhan Lin, Siqi Bao, Huang He, Yunyi Yang, Hua Wu, Fan Wang, Shuqi Sun
2021	—	`conf`	BASS: Boosting Abstractive Summarization with Unified Semantic Graph. ACL/IJCNLP (1) Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Ziqiang Cao, Sujian Li, Hua Wu, Haifeng Wang
2021	J	`jnl`	BASS: Boosting Abstractive Summarization with Unified Semantic Graph. CoRR Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Ziqiang Cao, Sujian Li, Hua Wu, Haifeng Wang
2021	J	`jnl`	BSTC: A Large-Scale Chinese-English Speech Translation Dataset. CoRR Ruiqing Zhang, Xiyang Wang, Chuanqiang Zhang, Zhongjun He, Hua Wu, Zhi Li, Haifeng Wang, Ying Chen, Qinfei Li
2021	J	`jnl`	Building Chinese Biomedical Language Models via Multi-Level Text Discrimination. CoRR Quan Wang, Songtai Dai, Benfeng Xu, Yajuan Lyu, Yong Zhu, Hua Wu, Haifeng Wang
2021	J	`jnl`	CELLS: Cost-Effective Evolution in Latent Space for Goal-Directed Molecular Generation. CoRR Zhiyuan Chen, Xiaomin Fang, Fan Wang, Xiaotian Fan, Hua Wu, Haifeng Wang
2021	J	`jnl`	ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction. CoRR Xiaomin Fang, Lihang Liu, Jieqiong Lei, Donglong He, Shanzhuo Zhang, Jingbo Zhou, Fan Wang, Hua Wu, Haifeng Wang
2021	—	`ed.`	Chinese Computational Linguistics - 20th China National Conference, CCL 2021, Hohhot, China, August 13-15, 2021, Proceedings CCL Sheng Li, Maosong Sun, Yang Liu, Hua Wu, Kang Liu, Wanxiang Che, Shizhu He, Gaoqi Rao
2021	J	`jnl`	Coherent Dialog Generation with Query Graph. ACM Trans. Asian Low Resour. Lang. Inf. Process. Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Jizhou Huang, Ting Liu
2021	J	`jnl`	Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward. CoRR Zhe Hu, Zhiwei Cao, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Jinsong Su, Hua Wu
2021	—	`conf`	Correcting Chinese Spelling Errors with Phonetic Pre-training. ACL/IJCNLP (Findings) Ruiqing Zhang, Chao Pang, Chuanqiang Zhang, Shuohuan Wang, Zhongjun He, Yu Sun, Hua Wu, Haifeng Wang
2021	—	`conf`	Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing. EMNLP (1) Kun Wu, Lijie Wang, Zhenghua Li, Ao Zhang, Xinyan Xiao, Hua Wu, Min Zhang, Haifeng Wang
2021	J	`jnl`	Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing. CoRR Ao Zhang, Kun Wu, Lijie Wang, Zhenghua Li, Xinyan Xiao, Hua Wu, Min Zhang, Haifeng Wang
2021	—	`conf`	Discovering Dialog Structure Graph for Coherent Dialog Generation. ACL/IJCNLP (1) Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che
2021	J	`jnl`	Do What Nature Did To Us: Evolving Plastic Recurrent Neural Networks For Task Generalization. CoRR Fan Wang, Hao Tian, Haoyi Xiong, Hua Wu, Yang Cao, Yu Kang, Haifeng Wang
2021	—	`conf`	Docking-based Virtual Screening with Multi-Task Learning. BIBM Zijing Liu, Xianbin Ye, Xiaoming Fang, Fan Wang, Hua Wu, Haifeng Wang
2021	J	`jnl`	Docking-based Virtual Screening with Multi-Task Learning. CoRR Zijing Liu, Xianbin Ye, Xiaoming Fang, Fan Wang, Hua Wu, Haifeng Wang
2021	J	`jnl`	DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models. CoRR Hongyu Zhu, Yan Chen, Jing Yan, Jing Liu, Yu Hong, Ying Chen, Hua Wu, Haifeng Wang
2021	—	`conf`	DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications. ACL/IJCNLP (2) Hongxuan Tang, Hongyu Li, Jing Liu, Yu Hong, Hua Wu, Haifeng Wang
2021	—	`conf`	DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation. EMNLP (1) Zeming Liu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che
2021	J	`jnl`	DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation. CoRR Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che
2021	J	`jnl`	ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation. CoRR Shuohuan Wang, Yu Sun, Yang Xiang, Zhihua Wu, Siyu Ding, Weibao Gong, Shikun Feng, Junyuan Shang, Yanbin Zhao, Chao Pang, Jiaxiang Liu, Xuyi Chen, Yuxiang Lu, Weixin Liu, Xi Wang, Yangfan Bai, Qiuliang Chen, Li Zhao, Shiyong Li, Peng Sun, Dianhai Yu, Yanjun Ma, Hao Tian, Hua Wu, Tian Wu, Wei Zeng, Ge Li, Wen Gao, Haifeng Wang
2021	J	`jnl`	ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation. CoRR Yu Sun, Shuohuan Wang, Shikun Feng, Siyu Ding, Chao Pang, Junyuan Shang, Jiaxiang Liu, Xuyi Chen, Yanbin Zhao, Yuxiang Lu, Weixin Liu, Zhihua Wu, Weibao Gong, Jianzhong Liang, Zhizhou Shang, Peng Sun, Wei Liu, Xuan Ouyang, Dianhai Yu, Hao Tian, Hua Wu, Haifeng Wang
2021	—	`conf`	ERNIE-Doc: A Retrospective Long-Document Modeling Transformer. ACL/IJCNLP (1) Siyu Ding, Junyuan Shang, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2021	—	`conf`	ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding. NAACL-HLT Dongling Xiao, Yu-Kun Li, Han Zhang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2021	—	`conf`	ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora. EMNLP (1) Xuan Ouyang, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2021	J	`jnl`	ERNIE-Tiny : A Progressive Distillation Framework for Pretrained Transformer Compression. CoRR Weiyue Su, Xuyi Chen, Shikun Feng, Jiaxiang Liu, Weixin Liu, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2021	A*	`conf`	ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs. AAAI Fei Yu, Jiji Tang, Weichong Yin, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2021	J	`jnl`	ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language Generation. CoRR Han Zhang, Weichong Yin, Yewei Fang, Lanxin Li, Boqiang Duan, Zhihua Wu, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2021	—	`conf`	Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering. DASFAA (3) Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu, Chen Zhang, Lei Chen
2021	—	`conf`	Fine-grained Entity Typing via Label Reasoning. EMNLP (1) Qing Liu, Hongyu Lin, Xinyan Xiao, Xianpei Han, Le Sun, Hua Wu
2021	J	`jnl`	Fine-grained Entity Typing via Label Reasoning. CoRR Qing Liu, Hongyu Lin, Xinyan Xiao, Xianpei Han, Le Sun, Hua Wu
2021	—	`conf`	From Learning-to-Match to Learning-to-Discriminate: Global Prototype Learning for Few-shot Relation Classification. CCL Fangchao Liu, Xinyan Xiao, Lingyong Yan, Hongyu Lin, Xianpei Han, Dai Dai, Hua Wu, Le Sun
2021	J	`jnl`	Learning to Select External Knowledge with Multi-Scale Negative Sampling. CoRR Huang He, Hua Lu, Siqi Bao, Fan Wang, Hua Wu, Zhengyu Niu, Haifeng Wang
2021	A*	`conf`	Learning with Noisy Correspondence for Cross-modal Matching. NeurIPS Zhenyu Huang, Guocheng Niu, Xiao Liu, Wenbiao Ding, Xinyan Xiao, Hua Wu, Xi Peng
2021	—	`conf`	Mixup Decoding for Diverse Machine Translation. EMNLP (Findings) Jicheng Li, Pengzhi Gao, Xuanfu Wu, Yang Feng, Zhongjun He, Hua Wu, Haifeng Wang
2021	J	`jnl`	Mixup Decoding for Diverse Machine Translation. CoRR Jicheng Li, Pengzhi Gao, Xuanfu Wu, Yang Feng, Zhongjun He, Hua Wu, Haifeng Wang
2021	—	`conf`	PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval. ACL/IJCNLP (Findings) Ruiyang Ren, Shangwen Lv, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen
2021	J	`jnl`	PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval. CoRR Ruiyang Ren, Shangwen Lv, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen
2021	—	`conf`	PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning. ACL/IJCNLP (Findings) Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu
2021	J	`jnl`	PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation. CoRR Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhihua Wu, Zhen Guo, Hua Lu, Xinxian Huang, Xin Tian, Xinchao Xu, Yingzhan Lin, Zhengyu Niu
2021	—	`conf`	RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering. NAACL-HLT Yingqi Qu, Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Wayne Xin Zhao, Daxiang Dong, Hua Wu, Haifeng Wang
2021	—	`conf`	RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking. EMNLP (1) Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen
2021	J	`jnl`	RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking. CoRR Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen
2021	—	`conf`	SgSum: Transforming Multi-document Summarization into Sub-graph Selection. EMNLP (1) Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang
2021	J	`jnl`	SgSum: Transforming Multi-document Summarization into Sub-graph Selection. CoRR Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang
2021	J	`jnl`	Syntactic and Semantic-driven Learning for Open Information Extraction. CoRR Jialong Tang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Xinyan Xiao, Hua Wu
2021	J	`jnl`	TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations. CoRR Xin Tian, Xinxian Huang, Dongfeng He, Yingzhan Lin, Siqi Bao, Huang He, Liankai Huang, Qiang Ju, Xiyuan Zhang, Jian Xie, Shuqi Sun, Fan Wang, Hua Wu, Haifeng Wang
2021	—	`conf`	UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning. ACL/IJCNLP (1) Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang
2021	A*	`conf`	Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching. IJCAI Bofeng Wu, Guocheng Niu, Jun Yu, Xinyan Xiao, Jian Zhang, Hua Wu
2021	J	`jnl`	Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching. CoRR Bofeng Wu, Guocheng Niu, Jun Yu, Xinyan Xiao, Jian Zhang, Hua Wu
2020	A*	`conf`	Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation. ACL Jun Xu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu
2020	J	`jnl`	Discovering Dialog Structure Graph for Open-Domain Dialog Generation. CoRR Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu
2020	—	`conf`	Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification. EMNLP (1) Yunjie Ji, Hao Liu, Bolei He, Xinyan Xiao, Hua Wu, Yanhua Yu
2020	J	`jnl`	DuReaderrobust: A Chinese Dataset Towards Evaluating the Robustness of Machine Reading Comprehension Models. CoRR Hongxuan Tang, Jing Liu, Hongyu Li, Yu Hong, Hua Wu, Haifeng Wang
2020	—	`conf`	DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset. EMNLP (1) Lijie Wang, Ao Zhang, Kun Wu, Ke Sun, Zhenghua Li, Hua Wu, Min Zhang, Haifeng Wang
2020	A*	`conf`	ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding. AAAI Yu Sun, Shuohuan Wang, Yu-Kun Li, Shikun Feng, Hao Tian, Hua Wu, Haifeng Wang
2020	J	`jnl`	ERNIE-DOC: The Retrospective Long-Document Modeling Transformer. CoRR Siyu Ding, Junyuan Shang, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2020	A*	`conf`	ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation. IJCAI Dongling Xiao, Han Zhang, Yu-Kun Li, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2020	J	`jnl`	ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation. CoRR Dongling Xiao, Han Zhang, Yu-Kun Li, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2020	J	`jnl`	ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding. CoRR Dongling Xiao, Yu-Kun Li, Han Zhang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2020	J	`jnl`	ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora. CoRR Xuan Ouyang, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2020	J	`jnl`	ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene Graph. CoRR Fei Yu, Jiji Tang, Weichong Yin, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
2020	A*	`conf`	Enhancing Dialog Coherence with Event Graph Grounded Content Planning. IJCAI Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che
2020	A*	`conf`	Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer. ACL Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu
2020	J	`jnl`	Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer. CoRR Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu
2020	A*	`conf`	Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation. AAAI Jun Xu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che
2020	—	`conf`	Learning Adaptive Segmentation Policy for Simultaneous Translation. EMNLP (1) Ruiqing Zhang, Chuanqiang Zhang, Zhongjun He, Hua Wu, Haifeng Wang
2020	A*	`conf`	Leveraging Graph to Improve Abstractive Multi-Document Summarization. ACL Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du
2020	J	`jnl`	Leveraging Graph to Improve Abstractive Multi-Document Summarization. CoRR Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du
2020	J	`jnl`	PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning. CoRR Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu
2020	A*	`conf`	PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable. ACL Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang
2020	J	`jnl`	RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering. CoRR Yingqi Qu, Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Xin Zhao, Daxiang Dong, Hua Wu, Haifeng Wang
2020	A*	`conf`	SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis. ACL Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang, Feng Wu
2020	J	`jnl`	SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis. CoRR Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang, Feng Wu
2020	A*	`conf`	Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding. AAAI Yuchen Liu, Jiajun Zhang, Hao Xiong, Long Zhou, Zhongjun He, Hua Wu, Haifeng Wang, Chengqing Zong
2020	—	`conf`	Syntactic and Semantic-driven Learning for Open Information Extraction. EMNLP (Findings) Jialong Tang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Xinyan Xiao, Hua Wu
2020	A*	`conf`	TopicOcean: An Ever-Increasing Topic Model With Meta-learning. ICDM Yuanfeng Song, Yongxin Tong, Siqi Bao, Di Jiang, Hua Wu, Raymond Chi-Wing Wong
2020	A*	`conf`	Towards Conversational Recommendation over Multi-Type Dialogs. ACL Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu
2020	J	`jnl`	Towards Conversational Recommendation over Multi-Type Dialogs. CoRR Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu
2020	J	`jnl`	UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning. CoRR Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang
2019	—	`conf`	A Key-Phrase Aware End2end Neural Response Generation Model. NLPCC (2) Jun Xu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che
2019	—	`conf`	ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification. ACL (1) Wei Jia, Dai Dai, Xinyan Xiao, Hua Wu
2019	A*	`conf`	Addressing the Under-Translation Problem from the Entropy Perspective. AAAI Yang Zhao, Jiajun Zhang, Chengqing Zong, Zhongjun He, Hua Wu
2019	—	`conf`	An Overview of the 2019 Language and Intelligence Challenge. NLPCC (2) Quan Wang, Wenquan Wu, Yabing Shi, Hongyu Li, Zhen Guo, Wei He, Hongyu Liu, Ying Chen, Yajuan Lyu, Hua Wu
2019	—	`conf`	Baidu Neural Machine Translation Systems for WMT19. WMT (2) Meng Sun, Bojian Jiang, Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang
2019	J	`jnl`	CoKE: Contextualized Knowledge Graph Embedding. CoRR Quan Wang, Pingping Huang, Haifeng Wang, Songtai Dai, Wenbin Jiang, Jing Liu, Yajuan Lyu, Yong Zhu, Hua Wu
2019	—	`conf`	D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension. MRQA@EMNLP Hongyu Li, Xiyuan Zhang, Yibing Liu, Yiming Zhang, Quan Wang, Xiangyang Zhou, Jing Liu, Hua Wu, Haifeng Wang
2019	J	`jnl`	DuTongChuan: Context-aware Translation Model for Simultaneous Interpreting. CoRR Hao Xiong, Ruiqing Zhang, Chuanqiang Zhang, Zhongjun He, Hua Wu, Haifeng Wang
2019	J	`jnl`	ERNIE 2.0: A Continual Pre-training Framework for Language Understanding. CoRR Yu Sun, Shuohuan Wang, Yu-Kun Li, Shikun Feng, Hao Tian, Hua Wu, Haifeng Wang
2019	J	`jnl`	ERNIE: Enhanced Representation through Knowledge Integration. CoRR Yu Sun, Shuohuan Wang, Yu-Kun Li, Shikun Feng, Xuyi Chen, Han Zhang, Xin Tian, Danxiang Zhu, Hao Tian, Hua Wu
2019	A	`conf`	End-to-End Speech Translation with Knowledge Distillation. INTERSPEECH Yuchen Liu, Hao Xiong, Jiajun Zhang, Zhongjun He, Hua Wu, Haifeng Wang, Chengqing Zong
2019	J	`jnl`	End-to-End Speech Translation with Knowledge Distillation. CoRR Yuchen Liu, Hao Xiong, Zhongjun He, Jiajun Zhang, Hua Wu, Haifeng Wang, Chengqing Zong
2019	—	`conf`	Enhancing Local Feature Extraction with Global Representation for Neural Text Classification. EMNLP/IJCNLP (1) Guocheng Niu, Hengru Xu, Bolei He, Xinyan Xiao, Hua Wu, Sheng Gao
2019	—	`conf`	Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension. ACL (1) An Yang, Quan Wang, Jing Liu, Kai Liu, Yajuan Lyu, Hua Wu, Qiaoqiao She, Sujian Li
2019	A*	`conf`	Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection. IJCAI Chaotao Chen, Jinhua Peng, Fan Wang, Jun Xu, Hua Wu
2019	J	`jnl`	Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection. CoRR Chaotao Chen, Jinhua Peng, Fan Wang, Jun Xu, Hua Wu
2019	—	`conf`	Integrating Bayesian and Neural Networks for Discourse Coherence. WWW (Companion Volume) Jinhua Peng, Zongyang Ma, Di Jiang, Hua Wu
2019	—	`conf`	Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment. ACL (1) Siqi Bao, Huang He, Fan Wang, Rongzhong Lian, Hua Wu
2019	J	`jnl`	Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment. CoRR Siqi Bao, Huang He, Fan Wang, Rongzhong Lian, Hua Wu
2019	—	`conf`	Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs. EMNLP/IJCNLP (1) Zhibin Liu, Zheng-Yu Niu, Hua Wu, Haifeng Wang
2019	J	`jnl`	Knowledge Aware Conversation Generation with Reasoning on Augmented Graph. CoRR Zhibin Liu, Zheng-Yu Niu, Hua Wu, Haifeng Wang
2019	A*	`conf`	Learning to Select Knowledge for Response Generation in Dialog Systems. IJCAI Rongzhong Lian, Min Xie, Fan Wang, Jinhua Peng, Hua Wu
2019	J	`jnl`	Learning to Select Knowledge for Response Generation in Dialog Systems. CoRR Rongzhong Lian, Min Xie, Fan Wang, Jinhua Peng, Hua Wu
2019	A*	`conf`	Modeling Coherence for Discourse Neural Machine Translation. AAAI Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang
2019	—	`conf`	Multi-agent Learning for Neural Machine Translation. EMNLP/IJCNLP (1) Tianchi Bi, Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang
2019	J	`jnl`	Multi-agent Learning for Neural Machine Translation. CoRR Tianchi Bi, Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang
2019	J	`jnl`	PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable. CoRR Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang
2019	—	`conf`	Proactive Human-Machine Conversation with Explicit Conversation Goal. ACL (1) Wenquan Wu, Zhen Guo, Xiangyang Zhou, Hua Wu, Xiyuan Zhang, Rongzhong Lian, Haifeng Wang
2019	J	`jnl`	Proactive Human-Machine Conversation with Explicit Conversation Goals. CoRR Wenquan Wu, Zhen Guo, Xiangyang Zhou, Hua Wu, Xiyuan Zhang, Rongzhong Lian, Haifeng Wang
2019	—	`conf`	STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework. ACL (1) Mingbo Ma, Liang Huang, Hao Xiong, Renjie Zheng, Kaibo Liu, Baigong Zheng, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Hua Wu, Haifeng Wang
2019	J	`jnl`	Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding. CoRR Yuchen Liu, Jiajun Zhang, Hao Xiong, Long Zhou, Zhongjun He, Hua Wu, Haifeng Wang, Chengqing Zong
2018	—	`conf`	A New Method of Region Embedding for Text Classification. ICLR (Poster) Chao Qiao, Bo Huang, Guocheng Niu, Daren Li, Daxiang Dong, Wei He, Dianhai Yu, Hua Wu
2018	A*	`conf`	Addressing Troublesome Words in Neural Machine Translation. EMNLP Yang Zhao, Jiajun Zhang, Zhongjun He, Chengqing Zong, Hua Wu
2018	—	`conf`	DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications. QA@ACL Wei He, Kai Liu, Jing Liu, Yajuan Lyu, Shiqi Zhao, Xinyan Xiao, Yuan Liu, Yizhong Wang, Hua Wu, Qiaoqiao She, Xuan Liu, Tian Wu, Haifeng Wang
2018	J	`jnl`	Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering. CoRR Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu
2018	J	`jnl`	Modeling Coherence for Discourse Neural Machine Translation. CoRR Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang
2018	A*	`conf`	Multi-Channel Encoder for Neural Machine Translation. AAAI Hao Xiong, Zhongjun He, Xiaoguang Hu, Hua Wu
2018	—	`conf`	Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification. ACL (1) Yizhong Wang, Kai Liu, Jing Liu, Wei He, Yajuan Lyu, Hua Wu, Sujian Li, Haifeng Wang
2018	J	`jnl`	Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification. CoRR Yizhong Wang, Kai Liu, Jing Liu, Wei He, Yajuan Lyu, Hua Wu, Sujian Li, Haifeng Wang
2018	—	`conf`	Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network. ACL (1) Xiangyang Zhou, Lu Li, Daxiang Dong, Yi Liu, Ying Chen, Wayne Xin Zhao, Dianhai Yu, Hua Wu
2017	—	`conf`	An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge. ACL (1) Yanchao Hao, Yuanzhe Zhang, Kang Liu, Shizhu He, Zhanyi Liu, Hua Wu, Jun Zhao
2017	J	`jnl`	DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications. CoRR Wei He, Kai Liu, Yajuan Lyu, Shiqi Zhao, Xinyan Xiao, Yuan Liu, Yizhong Wang, Hua Wu, Qiaoqiao She, Xuan Liu, Tian Wu, Haifeng Wang
2017	J	`jnl`	Multi-channel Encoder for Neural Machine Translation. CoRR Hao Xiong, Zhongjun He, Xiaoguang Hu, Hua Wu
2016	A	`conf`	"Shall I Be Your Chat Companion?": Towards an Online Human-Computer Conversation System. CIKM Rui Yan, Yiping Song, Xiangyang Zhou, Hua Wu
2016	—	`conf`	Active Learning for Dependency Parsing with Partial Annotation. ACL (1) Zhenghua Li, Min Zhang, Yue Zhang, Zhanyi Liu, Wenliang Chen, Hua Wu, Haifeng Wang
2016	A*	`conf`	Agreement-Based Joint Training for Bidirectional Attention-Based Neural Machine Translation. IJCAI Yong Cheng, Shiqi Shen, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
2016	B	`conf`	Chinese Poetry Generation with Planning based Neural Network. COLING Zhe Wang, Wei He, Hua Wu, Haiyang Wu, Wei Li, Haifeng Wang, Enhong Chen
2016	J	`jnl`	Chinese Poetry Generation with Planning based Neural Network. CoRR Zhe Wang, Wei He, Hua Wu, Haiyang Wu, Wei Li, Haifeng Wang, Enhong Chen
2016	A*	`conf`	Improved Neural Machine Translation with SMT Features. AAAI Wei He, Zhongjun He, Hua Wu, Haifeng Wang
2016	B	`conf`	Latent Topic Embedding. COLING Di Jiang, Lei Shi, Rongzhong Lian, Hua Wu
2016	A*	`conf`	Learning to Respond with Deep Neural Networks for Retrieval-Based Human-Computer Conversation System. SIGIR Rui Yan, Yiping Song, Hua Wu
2016	—	`conf`	Minimum Risk Training for Neural Machine Translation. ACL (1) Shiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
2016	A*	`conf`	Multi-view Response Selection for Human-Computer Conversation. EMNLP Xiangyang Zhou, Daxiang Dong, Hua Wu, Shiqi Zhao, Dianhai Yu, Hao Tian, Xuan Liu, Rui Yan
2016	J	`jnl`	Question Answering over Knowledge Base with Neural Attention Combining Global Knowledge Information. CoRR Yuanzhe Zhang, Kang Liu, Shizhu He, Guoliang Ji, Zhanyi Liu, Hua Wu, Jun Zhao
2016	—	`conf`	Semi-Supervised Learning for Neural Machine Translation. ACL (1) Yong Cheng, Wei Xu, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
2016	J	`jnl`	Semi-Supervised Learning for Neural Machine Translation. CoRR Yong Cheng, Wei Xu, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
2015	J	`jnl`	Agreement-based Joint Training for Bidirectional Attention-based Neural Machine Translation. CoRR Yong Cheng, Shiqi Shen, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
2015	A*	`conf`	Exploiting Collective Hidden Structures in Webpage Titles for Open Domain Entity Extraction. WWW Wei Song, Shiqi Zhao, Chao Zhang, Hua Wu, Haifeng Wang, Lizhen Liu, Hanshi Wang
2015	—	`conf`	Improved beam search with constrained softmax for NMT. MTSummit Xiaoguang Hu, Wei Li, Xiang Lan, Hua Wu, Haifeng Wang
2015	J	`jnl`	Minimum Risk Training for Neural Machine Translation. CoRR Shiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
2015	—	`conf`	Multi-Task Learning for Multiple Language Translation. ACL (1) Daxiang Dong, Hua Wu, Wei He, Dianhai Yu, Haifeng Wang
2014	A*	`conf`	Improve Statistical Machine Translation with Context-Sensitive Bilingual Semantic Embedding Model. EMNLP Haiyang Wu, Daxiang Dong, Xiaoguang Hu, Dianhai Yu, Wei He, Hua Wu, Haifeng Wang, Ting Liu
2014	A*	`conf`	Improving Pivot-Based Statistical Machine Translation by Pivoting the Co-occurrence Count of Phrase Pairs. EMNLP Xiaoning Zhu, Zhongjun He, Hua Wu, Conghui Zhu, Haifeng Wang, Tiejun Zhao
2014	A*	`conf`	Policy Learning for Domain Selection in an Extensible Multi-domain Spoken Dialogue System. EMNLP Zhuoran Wang, Hongliang Chen, Guanchun Wang, Hao Tian, Hua Wu, Haifeng Wang
2014	A*	`conf`	Transformation from Discontinuous to Continuous Word Alignment Improves Translation Quality. EMNLP Zhongjun He, Hua Wu, Haifeng Wang, Ting Liu
2013	—	`conf`	Generalization of Words for Chinese Dependency Parsing. IWPT Xianchao Wu, Jie Zhou, Yu Sun, Zhanyi Liu, Dianhai Yu, Hua Wu, Haifeng Wang
2013	A*	`conf`	Improving Pivot-Based Statistical Machine Translation Using Random Walk. EMNLP Xiaoning Zhu, Zhongjun He, Hua Wu, Haifeng Wang, Conghui Zhu, Tiejun Zhao
2012	—	`conf`	Improve SMT Quality with Automatically Extracted Paraphrase Rules. ACL (1) Wei He, Hua Wu, Haifeng Wang, Ting Liu
2012	—	`conf`	Opening Machine Translation Black Box for Cross-Language Information Retrieval. AIRS Yanjun Ma, Jian-Yun Nie, Hua Wu, Haifeng Wang
2012	—	`conf`	Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information. ACL (1) Jinsong Su, Hua Wu, Haifeng Wang, Yidong Chen, Xiaodong Shi, Huailin Dong, Qun Liu
2011	A*	`conf`	Reordering with Source Language Collocations. ACL Zhanyi Liu, Haifeng Wang, Hua Wu, Ting Liu, Sheng Li
2011	J	`jnl`	Two-Word Collocation Extraction Using Monolingual Word Alignment Method. ACM Trans. Intell. Syst. Technol. Zhanyi Liu, Haifeng Wang, Hua Wu, Sheng Li
2010	A*	`conf`	Improving Statistical Machine Translation with Monolingual Collocation. ACL Zhanyi Liu, Haifeng Wang, Hua Wu, Sheng Li
2009	A*	`conf`	Collocation Extraction Using Monolingual Word Alignment Method. EMNLP Zhanyi Liu, Haifeng Wang, Hua Wu, Sheng Li
2009	—	`conf`	Exploiting Heterogeneous Treebanks for Parsing. ACL/IJCNLP Zheng-Yu Niu, Haifeng Wang, Hua Wu
2009	—	`conf`	Revisiting Pivot Language Approach for Machine Translation. ACL/IJCNLP Hua Wu, Haifeng Wang
2008	B	`conf`	Domain Adaptation for Statistical Machine Translation with Domain Dictionary and Monolingual Corpora. COLING Hua Wu, Haifeng Wang, Chengqing Zong
2008	—	`conf`	Predicting and Tagging Dialog-Act Using MDP and SVM. ISCSLP Keyan Zhou, Chengqing Zong, Hua Wu, Haifeng Wang
2008	—	`conf`	The TCH machine translation system for IWSLT 2008. IWSLT Haifeng Wang, Hua Wu, Xiaoguang Hu, Zhanyi Liu, Jianfeng Li, Dengjun Ren, Zheng-Yu Niu
2007	—	`conf`	Comparative study of word alignment heuristics and phrase-based SMT. MTSummit Hua Wu, Haifeng Wang
2007	—	`conf`	Improving statistical word alignment with various clues. MTSummit Dengjun Ren, Hua Wu, Haifeng Wang
2007	—	`conf`	Log-linear generation models for example-based machine translation. MTSummit Zhanyi Liu, Haifeng Wang, Hua Wu
2007	A*	`conf`	Pivot Language Approach for Phrase-Based Statistical Machine Translation. ACL Hua Wu, Haifeng Wang
2007	J	`jnl`	Pivot language approach for phrase-based statistical machine translation. Mach. Transl. Hua Wu, Haifeng Wang
2007	—	`conf`	Using RBMT Systems to Produce Bilingual Corpus for SMT. EMNLP-CoNLL Xiaoguang Hu, Haifeng Wang, Hua Wu
2006	A*	`conf`	Boosting Statistical Word Alignment Using Labeled and Unlabeled Data. ACL Hua Wu, Haifeng Wang, Zhanyi Liu
2006	J	`jnl`	Example-based machine translation based on tree-string correspondence and statistical generation. Mach. Transl. Zhanyi Liu, Haifeng Wang, Hua Wu
2006	A*	`conf`	Word Alignment for Languages with Scarce Resources Using Bilingual Corpora of Other Language Pairs. ACL Haifeng Wang, Hua Wu, Zhanyi Liu
2005	A*	`conf`	Alignment Model Adaptation for Domain-Specific Word Alignment. ACL Hua Wu, Haifeng Wang, Zhanyi Liu
2005	—	`conf`	Boosting Statistical Word Alignment. MTSummit Hua Wu, Haifeng Wang
2005	—	`conf`	Example-based Machine Translation Based on TSC and Statistical Generation. MTSummit Zhanyi Liu, Haifeng Wang, Hua Wu
2005	B	`conf`	Improving Statistical Word Alignment with Ensemble Methods. IJCNLP Hua Wu, Haifeng Wang
2004	Misc	`conf`	: Improving Domain-Specific Word Alignment with a General Bilingual Corpus. AMTA Hua Wu, Haifeng Wang
2004	—	`conf`	Improving Domain-Specific Word Alignment for Computer Assisted Translation. ACL (Poster and Demonstration) Hua Wu, Haifeng Wang
2004	B	`conf`	Improving Statistical Word Alignment with a Rule-Based Machine Translation System. COLING Hua Wu, Haifeng Wang