Haifeng Wang - RankMe

324 papers A* 55A 10B 21Misc 2Journal 150Unranked 85

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`	Character-R1: Enhancing Role-Aware Reasoning in Role-Playing Agents via RLVR. CoRR Yihong Tang, Kehai Chen, Xuefeng Bai, Benyou Wang, Zeming Liu, Haifeng Wang, Min Zhang
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`	Emulating Clinician Cognition via Self-Evolving Deep Clinical Research. CoRR Ruiyang Ren, Yuhao Wang, Yunsen Liang, Lan Luo, Jing Liu, Haifeng Wang, Cong Feng, Yinan Zhang, Chunyan Miao, Ji-Rong Wen, Wayne Xin Zhao
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`	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`	Towards multi-language repository-level code generation: From-scratch to guided tasks. Neurocomputing Jingjing Liu, Silin Li, Zeming Liu, Zihao Cheng, Yuhang Guo, Yuanfang Guo, Yunhong Wang, Haifeng Wang
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`	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	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`	HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices. ACL (1) Silin Li, Yuhang Guo, Jiashu Yao, Zeming Liu, Haifeng Wang
2025	J	`jnl`	HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices. CoRR Silin Li, Yuhang Guo, Jiashu Yao, Zeming Liu, Haifeng Wang
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	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`	OmniRL: In-Context Reinforcement Learning by Large-Scale Meta-Training in Randomized Worlds. CoRR Fan Wang, Pengtao Shao, Yiming Zhang, Bo Yu, Shaoshan Liu, Ning Ding, Yang Cao, Yu Kang, 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	—	`conf`	RepoDebug: Repository-Level Multi-Task and Multi-Language Debugging Evaluation of Large Language Models. EMNLP (Findings) Jingjing Liu, Zeming Liu, Zihao Cheng, Mengliang He, Xiaoming Shi, Yuhang Guo, Xiangrong Zhu, Yuanfang Guo, Yunhong Wang, Haifeng Wang
2025	J	`jnl`	RepoDebug: Repository-Level Multi-Task and Multi-Language Debugging Evaluation of Large Language Models. CoRR Jingjing Liu, Zeming Liu, Zihao Cheng, Mengliang He, Xiaoming Shi, Yuhang Guo, Xiangrong Zhu, Yuanfang Guo, Yunhong Wang, Haifeng Wang
2025	—	`conf`	SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs. EMNLP (Findings) Hongfei Xia, Hongru Wang, Zeming Liu, Qian Yu, Yuhang Guo, Haifeng Wang
2025	J	`jnl`	SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs. CoRR Hongfei Xia, Hongru Wang, Zeming Liu, Qian Yu, Yuhang Guo, 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`	ToolSpectrum : Towards Personalized Tool Utilization for Large Language Models. CoRR Zihao Cheng, Hongru Wang, Zeming Liu, Yuhang Guo, Yuanfang Guo, Yunhong Wang, Haifeng Wang
2025	—	`conf`	ToolSpectrum: Towards Personalized Tool Utilization for Large Language Models. ACL (Findings) Zihao Cheng, Hongru Wang, Zeming Liu, Yuhang Guo, Yuanfang Guo, Yunhong Wang, 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	—	`conf`	TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments. ACL (Findings) Yuheng Lu, Qian Yu, Hongru Wang, Zeming Liu, Wei Su, Yanping Liu, Yuhang Guo, Maocheng Liang, Yunhong Wang, Haifeng Wang
2025	J	`jnl`	TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments. CoRR Yuheng Lu, Qian Yu, Hongru Wang, Zeming Liu, Wei Su, Yanping Liu, Yuhang Guo, Maocheng Liang, Yunhong Wang, Haifeng Wang
2025	J	`jnl`	Unified Multimodal Model as Auto-Encoder. CoRR Zhiyuan Yan, Kaiqing Lin, Zongjian Li, Junyan Ye, Hui Han, Zhendong Wang, Hao Liu, Bin Lin, Hao Li, Xue Xu, Xinyan Xiao, Jingdong Wang, Haifeng Wang, Li Yuan
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	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
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	—	`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	—	`conf`	ColdU: User Cold-start Recommendation with User-specific Modulation. CAI Daxiang Dong, Shiguang Wu, Yaqing Wang, Jingbo Zhou, Haifeng Wang
2024	J	`jnl`	DuMapper: Towards Automatic Verification of Large-Scale POIs with Street Views at Baidu Maps. CoRR Miao Fan, Jizhou Huang, Haifeng Wang
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`	HGAMN: Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps. CoRR Jizhou Huang, Haifeng Wang, Yibo Sun, Miao Fan, Zhengjie Huang, Chunyuan Yuan, Yawen Li
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`	MONOPOLY: Learning to Price Public Facilities for Revaluing Private Properties with Large-Scale Urban Data. CoRR Miao Fan, Jizhou Huang, An Zhuo, Ying Li, Ping Li, Haifeng Wang
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	J	`jnl`	Towards Boosting Many-to-Many Multilingual Machine Translation with Large Language Models. CoRR Pengzhi Gao, Zhongjun He, Hua Wu, Haifeng Wang
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`	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	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`	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 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`	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	—	`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	—	`conf`	XDailyDialog: A Multilingual Parallel Dialogue Corpus. ACL (1) Zeming Liu, Ping Nie, Jie Cai, Haifeng Wang, Zheng-Yu Niu, Peng Zhang, Mrinmaya Sachan, Kaiping Peng
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`	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`	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	A	`conf`	DuARUS: Automatic Geo-object Change Detection with Street-view Imagery for Updating Road Database at Baidu Maps. CIKM Deguo Xia, Jizhou Huang, Jianzhong Yang, Xiyan Liu, Haifeng Wang
2022	A	`conf`	DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps. CIKM Jizhou Huang, Zhengjie Huang, Xiaomin Fang, Shikun Feng, Xuyi Chen, Jiaxiang Liu, Haitao Yuan, Haifeng Wang
2022	J	`jnl`	DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps. CoRR Jizhou Huang, Zhengjie Huang, Xiaomin Fang, Shikun Feng, Xuyi Chen, Jiaxiang Liu, Haitao Yuan, Haifeng Wang
2022	A*	`conf`	DuIVA: An Intelligent Voice Assistant for Hands-free and Eyes-free Voice Interaction with the Baidu Maps App. KDD Jizhou Huang, Haifeng Wang, Shiqiang Ding, Shaolei Wang
2022	A	`conf`	DuIVRS: A Telephonic Interactive Voice Response System for Large-Scale POI Attribute Acquisition at Baidu Maps. CIKM Jizhou Huang, Haifeng Wang, Shaolei Wang
2022	A	`conf`	DuMapper: Towards Automatic Verification of Large-Scale POIs with Street Views at Baidu Maps. CIKM Miao Fan, Jizhou Huang, Haifeng Wang
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	A	`conf`	DuTraffic: Live Traffic Condition Prediction with Trajectory Data and Street Views at Baidu Maps. CIKM Deguo Xia, Xiyan Liu, Wei Zhang, Hui Zhao, Chengzhou Li, Weiming Zhang, Jizhou Huang, Haifeng Wang
2022	A*	`conf`	ERNIE-GeoL: A Geography-and-Language Pre-trained Model and its Applications in Baidu Maps. KDD Jizhou Huang, Haifeng Wang, Yibo Sun, Yunsheng Shi, Zhengjie Huang, An Zhuo, Shikun Feng
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-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	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	A*	`conf`	Is Discourse Role Important for Emotion Recognition in Conversation? AAAI Donovan Ong, Jian Su, Bin Chen, Anh Tuan Luu, Ashok Narendranath, Yue Li, Shuqi Sun, Yingzhan Lin, Haifeng Wang
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`	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	J	`jnl`	POLARIS: A Geographic Pre-trained Model and its Applications in Baidu Maps. CoRR Jizhou Huang, Haifeng Wang, Yibo Sun, Yunsheng Shi, Zhengjie Huang, An Zhuo, Shikun Feng
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`	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 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`	Understanding the Impact of the COVID-19 Pandemic on Transportation-related Behaviors with Human Mobility Data. CoRR Jizhou Huang, Haifeng Wang, Miao Fan, An Zhuo, Yibo Sun, Ying Li
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 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	—	`conf`	An Investigation of Containment Measure Implementation and Public Responses to the COVID-19 Pandemic in Mainland China. ICDH Ji Liu, Haoyi Xiong, Xiakai Wang, Jizhou Huang, Qiaojun Li, Tongtong Huang, Siyu Huang, Haifeng Wang, Dejing Dou
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	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	—	`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	A	`conf`	GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps. CIKM Yibo Sun, Jizhou Huang, Chunyuan Yuan, Miao Fan, Haifeng Wang, Ming Liu, Bing Qin
2021	J	`jnl`	GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps. CoRR Yibo Sun, Jizhou Huang, Chunyuan Yuan, Miao Fan, Haifeng Wang, Ming Liu, Bing Qin
2021	A*	`conf`	HGAMN: Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps. KDD Jizhou Huang, Haifeng Wang, Yibo Sun, Miao Fan, Zhengjie Huang, Chunyuan Yuan, Yawen Li
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	—	`conf`	Link Prediction on N-ary Relational Facts: A Graph-based Approach. ACL/IJCNLP (Findings) Quan Wang, Haifeng Wang, Yajuan Lyu, Yong Zhu
2021	J	`jnl`	Link Prediction on N-ary Relational Facts: A Graph-based Approach. CoRR Quan Wang, Haifeng Wang, Yajuan Lyu, Yong Zhu
2021	A*	`conf`	Meta-Learned Spatial-Temporal POI Auto-Completion for the Search Engine at Baidu Maps. KDD Miao Fan, Yibo Sun, Jizhou Huang, Haifeng Wang, Ying Li
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	A*	`conf`	SSML: Self-Supervised Meta-Learner for En Route Travel Time Estimation at Baidu Maps. KDD Xiaomin Fang, Jizhou Huang, Fan Wang, Lihang Liu, Yibo Sun, Haifeng Wang
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`	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
2020	—	`conf`	An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China. IEEE BigData Ji Liu, Xiakai Wang, Haoyi Xiong, Jizhou Huang, Siyu Huang, Haozhe An, Dejing Dou, Haifeng Wang
2020	J	`jnl`	An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China. CoRR Ji Liu, Xiakai Wang, Haoyi Xiong, Jizhou Huang, Siyu Huang, Haozhe An, Dejing Dou, Haifeng Wang
2020	A*	`conf`	ConSTGAT: Contextual Spatial-Temporal Graph Attention Network for Travel Time Estimation at Baidu Maps. KDD Xiaomin Fang, Jizhou Huang, Fan Wang, Lingke Zeng, Haijin Liang, Haifeng Wang
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	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`	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`	Multi-Task Learning for Entity Recommendation and Document Ranking in Web Search. ACM Trans. Intell. Syst. Technol. Jizhou Huang, Haifeng Wang, Wei Zhang, Ting Liu
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	A*	`conf`	Personalized Prefix Embedding for POI Auto-Completion in the Search Engine of Baidu Maps. KDD Jizhou Huang, Haifeng Wang, Miao Fan, An Zhuo, Ying Li
2020	J	`jnl`	Personalized Query Auto-Completion for Large-Scale POI Search at Baidu Maps. ACM Trans. Asian Low Resour. Lang. Inf. Process. Ying Li, Jizhou Huang, Miao Fan, Jinyi Lei, Haifeng Wang, Enhong Chen
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	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
2020	A*	`conf`	Understanding the Impact of the COVID-19 Pandemic on Transportation-related Behaviors with Human Mobility Data. KDD Jizhou Huang, Haifeng Wang, Miao Fan, An Zhuo, Yibo Sun, Ying Li
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`	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	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	A*	`conf`	Joint Extraction of Entities and Overlapping Relations Using Position-Attentive Sequence Labeling. AAAI Dai Dai, Xinyan Xiao, Yajuan Lyu, Shan Dou, Qiaoqiao She, Haifeng Wang
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`	MONOPOLY: Learning to Price Public Facilities for Revaluing Private Properties with Large-Scale Urban Data. CIKM Miao Fan, Jizhou Huang, An Zhuo, Ying Li, Ping Li, Haifeng Wang
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	A	`conf`	Reading Customer Reviews to Answer Product-related Questions. SDM Miao Fan, Chao Feng, Mingming Sun, Ping Li, 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`	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`	Entity Highlight Generation as Statistical and Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. Jizhou Huang, Yaming Sun, Wei Zhang, Haifeng Wang, Ting Liu
2018	A*	`conf`	Improving Entity Recommendation with Search Log and Multi-Task Learning. IJCAI Jizhou Huang, Wei Zhang, Yaming Sun, Haifeng Wang, Ting Liu
2018	—	`conf`	Improving Neural Machine Translation with Neural Sentence Rewriting. IALP Tian Wu, Zhongjun He, Enhong Chen, Haifeng Wang
2018	J	`jnl`	Learning a unified embedding space of web search from large-scale query log. Knowl. Based Syst. Lidong Bing, Zheng-Yu Niu, Piji Li, Wai Lam, Haifeng Wang
2018	J	`jnl`	Learning to Recommend Related Entities With Serendipity for Web Search Users. ACM Trans. Asian Low Resour. Lang. Inf. Process. Jizhou Huang, Shiqiang Ding, Haifeng Wang, Ting Liu
2018	J	`jnl`	Modeling Coherence for Discourse Neural Machine Translation. CoRR Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang
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	B	`conf`	Multi-Task Neural Learning Architecture for End-to-End Identification of Helpful Reviews. ASONAM Miao Fan, Yue Feng, Mingming Sun, Ping Li, Haifeng Wang, Jianmin Wang
2018	J	`jnl`	STACL: Simultaneous Translation with Integrated Anticipation and Controllable Latency. CoRR Mingbo Ma, Liang Huang, Hao Xiong, Kaibo Liu, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Haifeng Wang
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	A*	`conf`	Learning to Explain Entity Relationships by Pairwise Ranking with Convolutional Neural Networks. IJCAI Jizhou Huang, Wei Zhang, Shiqi Zhao, Shiqiang Ding, Haifeng Wang
2017	A*	`conf`	Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification. EMNLP Man Lan, Jianxiang Wang, Yuanbin Wu, Zheng-Yu Niu, Haifeng Wang
2016	J	`jnl`	A Distributed Representation-Based Framework for Cross-Lingual Transfer Parsing. J. Artif. Intell. Res. Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu
2016	A*	`conf`	A Representation Learning Framework for Multi-Source Transfer Parsing. AAAI Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu
2016	B	`conf`	A Unified Architecture for Semantic Role Labeling and Relation Classification. COLING Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu, Jun Xu
2016	B	`conf`	A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks. COLING Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu
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	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`	Duer: Intelligent Personal Assistant. CIKM Haifeng Wang
2016	J	`jnl`	Exploiting Multi-typed Treebanks for Parsing with Deep Multi-task Learning. CoRR Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu
2016	A*	`conf`	Generating Recommendation Evidence Using Translation Model. IJCAI Jizhou Huang, Shiqi Zhao, Shiqiang Ding, Haiyang Wu, Mingming Sun, Haifeng Wang
2016	A*	`conf`	Improved Neural Machine Translation with SMT Features. AAAI Wei He, Zhongjun He, Hua Wu, Haifeng Wang
2016	—	`conf`	Learning a Semantic Space of Web Search via Session Data. AIRS Lidong Bing, Zheng-Yu Niu, Wai Lam, Haifeng Wang
2015	—	`conf`	Cross-lingual Dependency Parsing Based on Distributed Representations. ACL (1) Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting 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`	Learning Semantic Hierarchies: A Continuous Vector Space Approach. IEEE ACM Trans. Audio Speech Lang. Process. Ruiji Fu, Jiang Guo, Bing Qin, Wanxiang Che, Haifeng Wang, Ting 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	—	`conf`	Learning Semantic Hierarchies via Word Embeddings. ACL (1) Ruiji Fu, Jiang Guo, Bing Qin, Wanxiang Che, Haifeng Wang, Ting Liu
2014	B	`conf`	Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources. COLING Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu
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`	Revisiting Embedding Features for Simple Semi-supervised Learning. EMNLP Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu
2014	A*	`conf`	Transformation from Discontinuous to Continuous Word Alignment Improves Translation Quality. EMNLP Zhongjun He, Hua Wu, Haifeng Wang, Ting Liu
2014	A*	`conf`	Web page segmentation with structured prediction and its application in web page classification. SIGIR Lidong Bing, Rui Guo, Wai Lam, Zheng-Yu Niu, Haifeng Wang
2013	B	`conf`	A Hierarchical Semantics-Aware Distributional Similarity Scheme. IJCNLP Shuqi Sun, Ke Sun, Shiqi Zhao, Haifeng Wang, Muyun Yang, Sheng Li
2013	B	`conf`	Bootstrapping Large-scale Named Entities using URL-Text Hybrid Patterns. IJCNLP Chao Zhang, Shiqi Zhao, Haifeng Wang
2013	—	`ed.`	Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 12th China National Conference, CCL 2013 and First International Symposium, NLP-NABD 2013, Suzhou, China, October 10-12, 2013. Proceedings CCL Maosong Sun, Min Zhang, Dekang Lin, Haifeng Wang
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
2013	J	`jnl`	Introduction to special section on paraphrasing. ACM Trans. Intell. Syst. Technol. Haifeng Wang, Bill Dolan, Idan Szpektor, Shiqi 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
2012	B	`conf`	User Behaviors Lend a Helping Hand: Learning Paraphrase Query Patterns from Search Log Sessions. COLING Shiqi Zhao, Haifeng Wang, Ting Liu
2011	J	`jnl`	A conversation with Dr. Haifeng Wang. SIGKDD Explor. Haifeng Wang
2011	B	`conf`	Automatically Generating Questions from Queries for Community-based Question Answering. IJCNLP Shiqi Zhao, Haifeng Wang, Chao Li, Ting Liu, Yi Guan
2011	J	`jnl`	Dependency-based n-gram models for general purpose sentence realisation. Nat. Lang. Eng. Yuqing Guo, Haifeng Wang, Josef van Genabith
2011	B	`conf`	Enriching SMT Training Data via Paraphrasing. IJCNLP Wei He, Shiqi Zhao, Haifeng Wang, Ting Liu
2011	B	`conf`	Harvesting Related Entities with a Search Engine. IJCNLP Shu-Qi Sun, Shiqi Zhao, Muyun Yang, Haifeng Wang, Sheng Li
2011	A*	`conf`	Reordering with Source Language Collocations. ACL Zhanyi Liu, Haifeng Wang, Hua Wu, Ting Liu, Sheng Li
2011	J	`jnl`	Report on the first summer school on NLP and IR in Beijing. SIGIR Forum Ken Ward Church, Jian-Yun Nie, Le Sun, Maosong Sun, Haifeng Wang, Endong Xun
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	J	`jnl`	A Linguistically Inspired Statistical Model for Chinese Punctuation Generation. ACM Trans. Asian Lang. Inf. Process. Yuqing Guo, Haifeng Wang, Josef van Genabith
2010	A*	`conf`	Improving Statistical Machine Translation with Monolingual Collocation. ACL Zhanyi Liu, Haifeng Wang, Hua Wu, Sheng Li
2010	B	`conf`	Leveraging Multiple MT Engines for Paraphrase Generation. COLING Shiqi Zhao, Haifeng Wang, Xiang Lan, Ting Liu
2010	—	`conf`	Paraphrases and Applications. COLING (Tutorials) Shiqi Zhao, Haifeng Wang
2010	B	`conf`	Paraphrasing with Search Engine Query Logs. COLING Shiqi Zhao, Haifeng Wang, Ting Liu
2009	A*	`conf`	Collocation Extraction Using Monolingual Word Alignment Method. EMNLP Zhanyi Liu, Haifeng Wang, Hua Wu, Sheng Li
2009	—	`conf`	Dependency Based Chinese Sentence Realization. ACL/IJCNLP Wei He, Haifeng Wang, Yuqing Guo, Ting Liu
2009	—	`conf`	Exploiting Heterogeneous Treebanks for Parsing. ACL/IJCNLP Zheng-Yu Niu, Haifeng Wang, Hua Wu
2009	J	`jnl`	Extracting paraphrase patterns from bilingual parallel corpora. Nat. Lang. Eng. Shiqi Zhao, Haifeng Wang, Ting Liu, Sheng Li
2009	—	`conf`	Revisiting Pivot Language Approach for Machine Translation. ACL/IJCNLP Hua Wu, Haifeng Wang
2008	B	`conf`	Accurate and Robust LFG-Based Generation for Chinese. INLG Yuqing Guo, Haifeng Wang, Josef van Genabith
2008	B	`conf`	Dependency-Based N-Gram Models for General Purpose Sentence Realisation. COLING Yuqing Guo, Josef van Genabith, 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	A*	`conf`	Pivot Approach for Extracting Paraphrase Patterns from Bilingual Corpora. ACL Shiqi Zhao, Haifeng Wang, Ting Liu, Sheng Li
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`	Recovering Non-Local Dependencies for Chinese. EMNLP-CoNLL Yuqing Guo, Haifeng Wang, Josef van Genabith
2007	—	`conf`	Using RBMT Systems to Produce Bilingual Corpus for SMT. EMNLP-CoNLL Xiaoguang Hu, Haifeng Wang, Hua Wu
2006	A*	`conf`	An Equivalent Pseudoword Solution to Chinese Word Sense Disambiguation. ACL Zhimao Lu, Haifeng Wang, Jian-Min Yao, Ting Liu, Sheng Li
2006	A*	`conf`	Boosting Statistical Word Alignment Using Labeled and Unlabeled Data. ACL Hua Wu, Haifeng Wang, Zhanyi Liu
2006	A*	`conf`	Discriminative Pruning of Language Models for Chinese Word Segmentation. ACL Jianfeng Li, Haifeng Wang, Dengjun Ren, Guohua Li
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`	The Effect of Translation Quality in MT-Based Cross-Language Information Retrieval. ACL Jiang Zhu, Haifeng Wang
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
2005	—	`conf`	The Effect of Adding Rules into the Rule-based MT System. MTSummit Jiang Zhu, 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
2000	Misc	`conf`	A unified approach to statistical language modeling for Chinese. ICASSP Jianfeng Gao, Haifeng Wang, Mingjing Li, Kai-Fu Lee
2000	B	`conf`	Towards a Next-Generation Search Engine. PRICAI Qiang Yang, Haifeng Wang, Ji-Rong Wen, Gao Zhang, Ye Lu, Kai-Fu Lee, HongJiang Zhang