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Dongyan Zhao中文 Professor Wangxuan Institute of Computer Technology Office: No.128 North Zhongguancun Street, Haidian District, Beijing 100080, P. R. of China |
I am a Professor in Wangxuan Institute of Computer Technology (WICT), Peking University (PKU), China. I received B.S., M.S. and Ph.D. in Computer Science from Department of Computer Science and Technology of PKU in 1991, 1994 and 2000 respectively.
Research Biography
My major research interests include Natural Language Processing, Semantic Data Management and Knowledge-based Intelligent System. Recently, I am interested in several research topics including Information Extraction, Knowledge Graph, Question Answering & Reading Comprehension, Dialogue System and Knowledge-based Intelligence applications.
As a distinguished member of China Computer Federation (CCF), I was the secretary-general of CCF TCCI (Technical Committee on Chinese Information Technology, renamed as CCF TCNLP (Technical Committe on Natural Language Processing) in 2020, from 2010 to 2019. I’m the member of CCF Advisory Committee of Big Data and member of CCF Network and Data Communications, as well as a senior member of CIPS Social Media Processing Committee.
In recent years, while undertaking 17 national and 8 provincial/ministerial scientific research projects (include National Natural Science Foundation of China, National Key Development Project, etc.), I am/was the PI in 16 projects, including 8 national research projects.
Having published 200+ referred papers (more than 100 of them are top ranked by CCF, such as ACL, AAAI, IJCAI, KDD, WWW, SIGMOD, VLDB; AI, TODS, VLDB Journal, TKDE etc.), obtained 23 patents, I won 7 official awards from national and provincial/ministerial bureaus of China, including National Awards of Scientific and Technological Process, Second Prize (The first contributor).
I also won China Youth Science and Technology Award (2007) and Special Award of Technological Innovation titled "Honor of Science and Technology" by Beijing Municipal Government (2007).
Research Group: Web Information Processing Lab
Selected Publications (From 2021 only)
Journal & Transaction Papers:
Shuo Shang, Xin Cheng, Yiren Xiong, Feng Guo, Shen Gao, Xiuying Chen, Feng Wang, Yongbo Wang, Dongyan Zhao, Rui Yan: Personalized Review Summarization by Using Graph-Based Retrieval Augmemted Generation. IEEE TKDE 37(11): 6582-6596 (2025) (CCF Rank A)
Xiao Liu, Da Yin, Chen Zhang, Dongyan Zhao, Yansong Feng: Eliciting and Improving Causal Reasoning with Conditional Statements. Computational Linguistics 51(2) June 2025
Shen Gao, Haotong Zhang, Xiuying Chen, Chongyang Tao, Dongyan Zhao, Rui Yan: A Trend of AI Conference Convergence in Similarity: An Empirical Study Through Trans-Temporal Heterogeneous Graph. IEEE TKDE 35(9): 9642-9655 (2023) (CCF Rank A)
Jiazhan Feng, Chongyang Tao, Xueliang Zhao, Dongyan Zhao: Learning Multi-turn Response Selection in Grounded Dialogues with Reinforced Knowledge and Context Distillation. ACM TOIS. 41(4): 115:1-115:27 (2023) (CCF Rank A)
Xiuying Chen, Mingzhe Li, Shen Gao, Zhangming Chan, Dongyan Zhao, Xin Gao, Xiangliang Zhang, Rui Yan: Follow the Timeline! Generating an Abstractive and Extractive Timeline Summary in Chronological Order. ACM TOIS 41(1): 9:1-9:30 (2023) (CCF Rank A)
Youhuan Li, Lei Zou, M. Tamer Özsu, Dongyan Zhao: Space-Efficient Subgraph Search Over Streaming Graph With Timing Order Constraint. IEEE TKDE. 34(9): 4453-4467 (2022) (CCF Rank A)
Zhibin Chen, Yuting Wu, Yansong Feng, Dongyan Zhao: Integrating Manifold Knowledge for Global Entity Linking with Heterogeneous Graphs. Data Intelligence 4(1): 20-40 (2022)
Chen Zhang, Yuxuan Lai, Yansong Feng, Dongyan Zhao: A Review of Deep Learning in Question Answering Over Knowledge Bases. AI Open 2: 205-215 (2021)
Luozheng Li, Peipei Song, Dan Zhang, Dongyan Zhao: A New Word Mining Method Based on Fast-text Model. Int. J. Asian Lang. Process. 31(2): 2250001:1-2250001:11 (2021)
Peng Peng, Qi Ge, Lei Zou, M. Tamer Özsu, Zhiwei Xu, Dongyan Zhao: Optimizing Multi-Query Evaluation in Federated RDF Systems. IEEE TKDE 33(4): 1692-1707 (2021) (CCF Rank A)
Shen Gao, Xiuying Chen, Li Liu, Dongyan Zhao, Rui Yan: Learning to Respond with Your Favorite Stickers: A Framework of Unifying Multi-Modality and User Preference in Multi-Turn Dialog. ACM TOIS 39(2): 12:1-12:32 (2021) (CCF Rank A)
Shen Gao, Xiuying Chen, Zhaochun Ren, Dongyan Zhao, Rui Yan: Meaningful Answer Generation of E-Commerce Question-Answering. ACM TOIS 39(2): 18:1-18:26 (2021) (CCF Rank A)
Ruijian Xu, Chongyang Tao, Jiazhan Feng, Wei Wu, Rui Yan, Dongyan Zhao: Response Ranking with Multi-types of Deep Interactive Representations in Retrieval-based Dialogues. ACM TOIS 39(4): 44:1-44:28 (2021) (CCF Rank A)
Juntao Li, Chang Liu, Chongyang Tao, Zhangming Chan, Dongyan Zhao, Min Zhang, Rui Yan: Dialogue History Matters! Personalized Response Selection in Multi-Turn Retrieval-Based Chatbots. ACM TOIS 39(4): 45:1-45:25 (2021) (CCF Rank A)
Rui Yan, Weiheng Liao, Dongyan Zhao, Ji-Rong Wen: Multi-Response Awareness for Retrieval-Based Conversations: Respond with Diversity via Dynamic Representation Learning. ACM TOIS 39(4): 54:1-54:29 (2021) (CCF Rank A)
Conference Papers:
Zekai Zhang, Yiduo Guo, Jiuheng Lin, Shanghaoran Quan, Huishuai Zhang, Dongyan Zhao: English as Defense Proxy: Mitigating Multilingual Jailbreak via Eliciting English Safety Knowledge. EMNLP 2025:1185–1196
Tan Yue, Rui Mao, Zilong Song, Zonghai Hu, Dongyan Zhao: F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task. EMNLP 2025: 3932–3948
Yueqian Wang, Xiaojun Meng, Yuxuan Wang, Jianxin Liang, Jiansheng Wei, Huishuai Zhang, Dongyan Zhao: VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format. EMNLP 2025: 6338–6359
Danlong Yuan, Jiahao Liu, Bei Li, Huishuai Zhang, Jingang Wang, Xunliang Cai, Dongyan Zhao: ReMamba: Equip Mamba with Effective Long-Sequence Modeling. EMNLP 2025:6830–6840
Tan Yue, Xuzhao Shi, Rui Mao, Zilong Song, Zonghai Hu, Dongyan Zhao: AnaFig: A Human- Aligned Dataset for Scientific Figure Analysis. ACM MM 2025: 12837 – 12843 (CCF Rank A)
Jianxin Liang, Xiaojun Meng, Yueqian Wang, Chang Liu, Qun Liu, Dongyan Zhao. End-to-End Video Question Answering with Frame Scoring Mechanisms and Adaptive Sampling. NLPCC 2025 (CCF Distinguished Paper)
Xiaoxi Sun, Jianxin Liang, Yueqian Wang, Huishuai Zhang, Dongyan Zhao: Understanding Visual Detail Hallucinations of Large Vision-Language Models. IJCAI 2025: 1900-1908 (CCF Rank A)
Tan Yue, Rui Mao, Xuzhao Shi, Shuo Zhan, Zuhao Yang, Dongyan Zhao: QAEval: Mixture of Evaluators for Question-Answering Task Evaluation. ACL (1) 2025: 14717-14730 (CCF Rank A)
Mingxu Tao, Jie Hu, Mingchuan Yang, Yunhuai Liu, Dongyan Zhao, Yansong Feng: EpiCoDe: Boosting Model Performance Beyond Training with Extrapolation and Contrastive Decoding. ACL (Findings) 2025: 14874-14885
Yiduo Guo, Jie Fu, Huishuai Zhang, Dongyan Zhao: Efficient Domain Continual pretraining by Mitigating the Stability Gap. ACL (1) 2025: 32850-32870 (CCF Rank A)
Yuxuan Wang, Yueqian Wang, Bo Chen, Tong Wu, Dongyan Zhao, Zilong Zheng: OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts. CVPR 2025: 18925-18935 (CCF Rank A)
Jianxin Liang, Xiaojun Meng, Huishuai Zhang, Yueqian Wang, Jiansheng Wei, Dongyan Zhao: ReasVQA: Advancing VideoQA with Imperfect Reasoning Process. NAACL (Long Papers) 2025: 1696-1709
Xiaoxi Sun, Jinpeng Li, Yan Zhong, Dongyan Zhao, Rui Yan: Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework. ICASSP 2025: 1-5
Zhen Li, Xinchi Li, Chongyang Tao, Jiazhan Feng, Tao Shen, Can Xu, Hao Wang, Dongyan Zhao, Shuai Ma: RetriEVAL: Evaluating Text Generation with Contextualized Lexical Match. WSDM 2025: 934-943
Yueqian Wang, Xiaojun Meng, Yuxuan Wang, Jianxin Liang, Qun Liu, Dongyan Zhao: Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding. AAAI 2025: 25425-25433 (CCF Rank A)
Zhenyu Zhang, Bingguang Hao, Jinpeng Li, Zekai Zhang, Dongyan Zhao: E-Bench: Towards Evaluating the Ease-of-Use of Large Language Models. COLING 2025: 2329-2339
Mingxu Tao, Dongyan Zhao, Yansong Feng: Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering, COLING 2025: 11070-11085.
Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao: xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token. NuerIPS 2024 (CCF Rank A)
Jinpeng Li, Yuhan Chen, Pengfei Wu, Yingce Xia, Shufang Xie, Dongyan Zhao, Rui Yan: Learning to Generate Style-Specific Adapters for Stylized Dialogue Generation. NLPCC (1) 2024: 16-28
Pengfei Wu, Jiahao Liu, Zhuocheng Gong, Qifan Wang, Jinpeng Li, Jingang Wang, Xunliang Cai, Dongyan Zhao: FIRP: Faster LLM Inference via Future Intermediate Representation Prediction. NLPCC (3) 2024: 158-169
Mingxu Tao, Chen Zhang, Quzhe Huang, Tianyao Ma, Songfang Huang, Dongyan Zhao, Yansong Feng: Unlocking the Potential of Model Merging for Low-Resource Languages. EMNLP (Findings) 2024: 8705-8720
Yuxuan Wang, Yueqian Wang, Pengfei Wu, Jianxin Liang, Dongyan Zhao, Yang Liu, Zilong Zheng: Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge. EMNLP 2024: 9972-9987
Yiduo Guo, Yaobo Liang, Chenfei Wu, Wenshan Wu, Dongyan Zhao, Nan Duan: Learning to Plan by Updating Natural Language. EMNLP (Findings) 2024: 10062-10098
Zekai Zhang, Yiduo Guo, Yaobo Liang, Dongyan Zhao, Nan Duan: PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion. EMNLP (Findings) 2024: 12387-12402
Zhuocheng Gong, Ang Lv, Jian Guan, Wei Wu, Huishuai Zhang, Minlie Huang, Dongyan Zhao, Rui Yan: Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules. EMNLP 2024: 20924-20938
Zhaopeng Xu, Qi Qin, Bing Liu, Dongyan Zhao: Disentangled Representations for Continual Learning: Overcoming Forgetting and Facilitating Knowledge Transfer. ECML/PKDD (4) 2024: 143-159
Jinpeng Li, Jiaze Chen, Huadong Chen, Dongyan Zhao, Rui Yan: Multilingual Generation in Abstractive Summarization: A Comparative Study. LREC/COLING 2024: 11827-11837
Jinpeng Li, Zekai Zhang, Quan Tu, Xin Cheng, Dongyan Zhao, Rui Yan: StyleChat: Learning Recitation-Augmented Memory in LLMs for Stylized Dialogue Generation. LREC/COLING 2024
Mingxu Tao, Quzhe Huang, Kun Xu, Liwei Chen, Yansong Feng, Dongyan Zhao: Probing Multimodal Large Language Models for Global and Local Semantic Representations. LREC/COLING 2024: 13050-13056
Haowei Du, Chen Li, Dinghao Zhang, Dongyan Zhao: Bi-Directional Multi-Granularity Generation Framework for Knowledge Graph-to-Text, ACL 2024 Accepted
Jiazhan Feng, Chongyang Tao, Xiubo Geng, Tao Shen, Can Xu, Guodong Long, Dongyan Zhao, Daxin Jiang: Synergistic Interplay between Search and Large Language Models for Information Retrieval, ACL 2024 Accepted
Yiduo Guo, Zekai Zhang, Yaobo Liang, Dongyan Zhao, Nan Duan: PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion, ACL (Findings) 2024 Accepted
Yiduo Guo, Yaobo Liang, Dongyan Zhao, Nan Duan: Large Language Models Can Learn Representation in Natural Language, ACL (Findings) 2024 Accepted
Zhuocheng Gong, Jiahao Liu, Ziyue Wang, Pengfei Wu, Jingang Wang, Xunliang Cai, Dongyan Zhao, Rui Yan: Graph-Structured Speculative Decoding, ACL (Findings) 2024 Accepted
Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan: SCALE: Synergized Collaboration of Asymmetric Language Translation Engines, ACL (Findings) 2024 Accepted
Jinpeng Li, Zekai Zhang, Quan Tu, Xin Cheng, Dongyan Zhao, Rui Yan: StyleChat: Learning Recitation-Augmented Memory in LLMs for Stylized Dialogue Generation. COLING 2024
Yueqian Wang, Yuxuan Wang, Kai Chen, Dongyan Zhao: STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering. AAAI 2024: 19215-19223 (CCF Rank A)
Zhuocheng Gong, Jiahao Liu, Jingang Wang, Xunliang Cai, Dongyan Zhao, Rui Yan: What Makes Quantization for Large Language Model Hard? An Empirical Study from the Lens of Perturbation. AAAI 2024: 18082-18089 (CCF Rank A)
Zhuocheng Gong, Yang Song, Tao Zhang, Ji-Rong Wen, Dongyan Zhao, Rui Yan: Your Career Path Matters in Person-Job Fit. AAAI 2024: 8427-8435 (CCF Rank A)
Xin Cheng, Di Luo, Xiuying Chen, Lemao Liu, Dongyan Zhao, Rui Yan: Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory. NeurIPS 2023 (CCF Rank A)
Haowei Du, Dinghao Zhang, Chen Li, Yang Li, Dongyan Zhao: Multi-Granularity Information Interaction Framework for Incomplete Utterance Rewriting. EMNLP (Findings) 2023: 2576-2581
Chang Liu, Chongyang Tao, Jianxin Liang, Jiazhan Feng, Tao Shen, Quzhe Huang, Dongyan Zhao: Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning. EMNLP (Findings) 2023: 4452-4463
Quzhe Huang, Yanxi Zhang, Dongyan Zhao: From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction. EMNLP (Findings) 2023: 6129-6140
Jinpeng Li, Zekai Zhang, Xiuying Chen, Dongyan Zhao, Rui Yan: Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation. EMNLP (Findings) 2023: 7144-7157
Jiduan Liu, Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai, Dongyan Zhao, Ran Wang, Rui Yan: Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression. EMNLP (Findings) 2023: 8643-8657
Haowei Du, Quzhe Huang, Chen Li, Chen Zhang, Yang Li, Dongyan Zhao: Relation-Aware Question Answering for Heterogeneous Knowledge Graphs. EMNLP (Findings) 2023: 13582-13592
Tianyi Liu, Yansong Feng, Dongyan Zhao: Learning Dynamic Representations for Discourse Dependency Parsing. EMNLP (Findings) 2023: 14253-14263
Zhuocheng Gong, Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai, Dongyan Zhao, Rui Yan: Improving Input-label Mapping with Demonstration Replay for In-context Learning. EMNLP (Findings) 2023: 14923-14934
Mingxu Tao, Yansong Feng, Dongyan Zhao: A Frustratingly Easy Improvement for Position Embeddings via Random Padding. NLPCC (2) 2023: 301-313
Yueqian Wang, Yuxuan Wang, Dongyan Zhao: Overview of the NLPCC 2023 Shared Task 10: Learn to Watch TV: Multimodal Dialogue Understanding and Response Generation. NLPCC (3) 2023: 412-419
Jiazhan Feng, Chongyang Tao, Tao Shen, Chang Liu, Dongyan Zhao: Dimension-Prompts Boost Commonsense Consolidation. SIGIR 2023: 1934-1938
Yuting Wu, Yutong Hu, Yansong Feng, Tianyi Li, Mark Steedman, Dongyan Zhao: Align-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment. ACL (Findings) 2023: 881-894
Yuxuan Wang, Jack Wang, Dongyan Zhao, Zilong Zheng: Rethinking Dictionaries and Glyphs for Chinese Language Pre-training. ACL (Findings) 2023: 1089-1101
Yijia Shao, Yiduo Guo, Dongyan Zhao, Bing Liu: Class-Incremental Learning based on Label Generation. ACL (2) 2023: 1263-1276 (CCF Rank A)
Zhen Li, Chongyang Tao, Jiazhan Feng, Tao Shen, Dongyan Zhao, Xiubo Geng, Daxin Jiang: FAA: Fine-grained Attention Alignment for Cascade Document Ranking. ACL (1) 2023: 1688-1700 (CCF Rank A)
Zhibin Chen, Yansong Feng, Dongyan Zhao: From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation. ACL (1) 2023: 3534-3551 (CCF Rank A)
Yiduo Guo, Yaobo Liang, Dongyan Zhao, Bing Liu, Nan Duan: Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast. ACL (1) 2023: 4002-4017 (CCF Rank A)
Yuxuan Wang, Zilong Zheng, Xueliang Zhao, Jinpeng Li, Yueqian Wang, Dongyan Zhao: VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions. ACL (1) 2023: 5036-5048 (CCF Rank A)
Chen Zhang, Jiuheng Lin, Xiao Liu, Yuxuan Lai, Yansong Feng, Dongyan Zhao: How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension. ACL (Findings) 2023: 5811-5827
Haowei Du, Yansong Feng, Chen Li, Yang Li, Yunshi Lan, Dongyan Zhao: Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents. ACL (Findings) 2023: 6282-6293
Jianxin Liang, Chang Liu, Chongyang Tao, Jiazhan Feng, Dongyan Zhao: Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination. ACL (Findings) 2023: 6758-6770
Hejing Cao, Dongyan Zhao: Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction. ACL (Findings) 2023: 7180-7188
Jiazhan Feng, Qingfeng Sun, Can Xu, Pu Zhao, Yaming Yang, Chongyang Tao, Dongyan Zhao, Qingwei Lin: MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation. ACL (1) 2023: 7348-7363 (CCF Rank A)
Zhuocheng Gong, Jiahao Liu, Qifan Wang, Yang Yang, Jingang Wang, Wei Wu, Yunsen Xian, Dongyan Zhao, Rui Yan: PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models. ACL (Findings) 2023: 8065-8079
Xiao Liu, Da Yin, Chen Zhang, Yansong Feng, Dongyan Zhao: The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code. ACL (Findings) 2023: 9009-9022
Quzhe Huang, Yutong Hu, Shengqi Zhu, Yansong Feng, Chang Liu, Dongyan Zhao: More than Classification: A Unified Framework for Event Temporal Relation Extraction. ACL (1) 2023: 9631-9646 (CCF Rank A)
Chenshuo Wang, Shaoguang Mao, Tao Ge, Wenshan Wu, Xun Wang, Yan Xia, Jonathan Tien, Dongyan Zhao: Smart Word Suggestions for Writing Assistance. ACL (Findings) 2023: 11212-11225
Jiduan Liu, Jiahao Liu, Qifan Wang, Jingang Wang, Wei Wu, Yunsen Xian, Dongyan Zhao, Kai Chen, Rui Yan: RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank. ACL (1) 2023: 13785-13802 (CCF Rank A)
Shen Gao, Xin Cheng, Mingzhe Li, Xiuying Chen, Jinpeng Li, Dongyan Zhao, Rui Yan: Dialogue Summarization with Static-Dynamic Structure Fusion Graph. ACL (1) 2023: 13858-13873 (CCF Rank A)
Xin Cheng, Yankai Lin, Xiuying Chen, Dongyan Zhao, Rui Yan: Decouple knowledge from paramters for plug-and-play language modeling. ACL (Findings) 2023: 14288-14308
Yiduo Guo, Bing Liu, Dongyan Zhao: Dealing with Cross-Task Class Discrimination in Online Continual Learning. CVPR 2023: 11878-11887 (CCF Rank A)
Zhenni Wang, Xiaohan Yu, Yansong Feng, Dongyan Zhao: An Intra-Class Relation Guided Approach for Code Comment Generation. EACL (Findings) 2023: 1291-1303
Chen Zhang, Yuxuan Lai, Yansong Feng, Xingyu Shen, Haowei Du, Dongyan Zhao:Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension. EACL (Findings) 2023: 2394-2407
Mingxu Tao, Yansong Feng, Dongyan Zhao: Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study. ICLR 2023
Mingzhe Li, Xiuying Chen, Weiheng Liao, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan: EZInterviewer: To Improve Job Interview Performance with Mock Interview Generator. WSDM 2023: 1102-1110
Jinpeng Li, Yingce Xia, Xin Cheng, Dongyan Zhao, Rui Yan: Learning Disentangled Representation via Domain Adaptation for Dialogue Summarization. WWW 2023: 1693-1702 (CCF Rank A)
Yuxuan Wang, Xueliang Zhao, Dongyan Zhao: Overview of the NLPCC 2022 Shared Task: Multi-modal Dialogue Understanding and Generation. NLPCC (2) 2022: 328-335
Wentao Qin, Dongyan Zhao: Retrieval, Selection and Writing: A Three-Stage Knowledge Grounded Storytelling Model. NLPCC (1) 2022: 352-363
Xueliang Zhao, Tingchen Fu, Chongyang Tao, Wei Wu, Dongyan Zhao*, Rui Yan*: Learning to Express in Knowledge-Grounded Conversation. NAACL-HLT 2022: 2258-2273
Haowei Du, Quzhe Huang, Chen Zhang, Dongyan Zhao: Knowledge-Enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering. NLPCC (1) 2022: 431-444
Zhen Li, Jiazhan Feng, Chongyang Tao, Dongyan Zhao: Training Two-Stage Knowledge-Grounded Dialogues with Attention Feedback. NLPCC (1) 2022: 473-484
Yiduo Guo, Bing Liu, Dongyan Zhao: Online Continual Learning through Mutual Information Maximization. ICML 2022: 8109-8126 (CCF Rank A)
Jiazhan Feng, Chongyang Tao, Zhen Li, Chang Liu, Tao Shen, Dongyan Zhao Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations. COLING 2022: 389-399
Shen Gao, Haotong Zhang, Xiuying Chen, Rui Yan, Dongyan Zhao: Summarizing Procedural Text: Data and Approach. EMNLP (Findings) 2022: 2216-2225
Xin Cheng, Shen Gao, Lemao Liu, Dongyan Zhao, Rui Yan: Neural Machine Translation with Contrastive Translation Memories. EMNLP 2022: 3591-3601
Zhenwei An, Quzhe Huang, Cong Jiang, Yansong Feng, Dongyan Zhao: Do Charge Prediction Models Learn Legal Theory? EMNLP (Findings) 2022: 3757-3768
Xueliang Zhao, Yuxuan Wang, Chongyang Tao, Chenshuo Wang, Dongyan Zhao:Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation. EMNLP (Findings) 2022: 5988-5998
Yueqian Wang, Chang Liu, Kai Chen, Xi Wang, Dongyan Zhao: SMASH: Improving SMAll Language Models' Few-SHot Ability with Prompt-Based Distillation. EMNLP (Findings) 2022: 6608-6619
Jiazhan Feng, Chongyang Tao, Chang Liu, Rui Yan, Dongyan Zhao: How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection. EMNLP (Findings) 2022: 7285-7298
Xiao Liu, Yansong Feng, Jizhi Tang, Chengang Hu, Dongyan Zhao: Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario. EMNLP 2022: 7354-7370
Xueliang Zhao, Lemao Liu, Tingchen Fu, Shuming Shi, Dongyan Zhao, Rui Yan: Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure. EMNLP 2022: 10051-10063
Chang Liu, Chongyang Tao, Jianxin Liang, Tao Shen, Jiazhan Feng, Quzhe Huang, Dongyan Zhao: Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook. EMNLP 2022: 10652-10658
Jiduan Liu, Jiahao Liu, Yang Yang, Jingang Wang, Wei Wu, Dongyan Zhao, Rui Yan: GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Passage Retrieval. EMNLP (Findings) 2022: 564-575
Chang Liu, Xu Tan, Chongyang Tao, Zhenxin Fu, Dongyan Zhao, Tie-Yan Liu, Rui Yan: ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation. ACL (1) 2022: 962-973
Chang Liu, Chongyang Tao, Jiazhan Feng, Dongyan Zhao: Multi-Granularity Structural Knowledge Distillation for Language Model Compression. ACL (1) 2022: 1001-1011
Zhuocheng Gong, Di He, Yelong Shen, Tie-Yan Liu, Weizhu Chen, Dongyan Zhao, Ji-Rong Wen, Rui Yan: Finding the Dominant Winning Ticket in Pre-Trained Language Models. ACL (Findings) 2022: 1459-1472
Xiao Liu, Da Yin, Yansong Feng, Dongyan Zhao: Things not Written in Text: Exploring Spatial Commonsense from Visual Signals. ACL (1) 2022: 2365-2376
Mingzhe Li, Xiexiong Lin, Xiuying Chen, Jinxiong Chang, Qishen Zhang, Feng Wang, Taifeng Wang, Zhongyi Liu, Wei Chu, Dongyan Zhao, Rui Yan: Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation. ACL (1) 2022: 4432-4441
Zhibin Chen, Yansong Feng, Dongyan Zhao: Entailment Graph Learning with Textual Entailment and Soft Transitivity. ACL (1) 2022: 5899-5910
Quzhe Huang, Shibo Hao, Yuan Ye, Shengqi Zhu, Yansong Feng, Dongyan Zhao: Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED. ACL (1) 2022: 6241-6252
Shen Gao, Yuchi Zhang, Yongliang Wang, Yang Dong, Xiuying Chen, Dongyan Zhao, Rui Yan: HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling. WSDM 2022: 307-315
Yiduo Guo, Wenpeng Hu, Dongyan Zhao, Bing Liu, Adaptive Orthogonal Projection for Batch and Online Continual Learning, AAAI 2022 (2)
Qingqing Zhu, Pengfei Wu, Zhouxing Tan, Jiaxin Duan, Dongyan Zhao, Junfei Liu: Knowledge Distillation with Metric Learning for Medical Dialogue Generation. BIBM 2021: 625-632
Qingqing Zhu, Zhouxing Tan, Jiaxin Duan, Pengfei Wu, Dongyan Zhao, Junfei Liu: Dynamic Curriculum Learning with Co-training for Medical Dialogue Generation. BIBM 2021: 633-640
Qingqing Zhu, Pengfei Wu, Xiwei Wang, Dongyan Zhao, Junfei Liu: Bidirectional Distillation for Multi-Guidance Medical Dialogue Generation. BIBM 2021: 3185-3192
Qi Qin, Wenpeng Hu, Han Peng, Dongyan Zhao, Bing Liu: BNS: Building Network Structures Dynamically for Continual Learning. NeurIPS 2021: 20608-20620
Jinpeng Li, Yingce Xia, Rui Yan, Hongda Sun, Dongyan Zhao, Tie-Yan Liu: Stylized Dialogue Generation with Multi-Pass Dual Learning. NeurIPS 2021: 28470-28481
Qingqing Zhu, Xiuying Chen, Pengfei Wu, JunFei Liu, Dongyan Zhao: Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation. EMNLP (Findings) 2021: 1284-1295
Chen Zhang, Yuxuan Lai, Yansong Feng, Dongyan Zhao: Extract, Integrate, Compete: Towards Verification Style Reading Comprehension. EMNLP (Findings) 2021: 2976-2986
Zhibin Chen, Yuting Wu, Yansong Feng, Dongyan Zhao: Integrating Manifold Knowledge for Global Entity Linking with Heterogeneous Graphs. CCKS 2021: 91-103
Wentao Qin, Dongyan Zhao: Background Semantic Information Improves Verbal Metaphor Identification. NLPCC (2) 2021: 288-300
Wentao Qin, Dongyan Zhao: Enhancing Model Robustness via Lexical Distilling. NLPCC (2) 2021: 337-344
Haowei Du, Jizhi Tang, Dongyan Zhao: Sentence Ordering by Context-Enhanced Pairwise Comparison. NLPCC (1) 2021: 676-687
Quzhe Huang, Shengqi Zhu, Yansong Feng, Yuan Ye, Yuxuan Lai, Dongyan Zhao: Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction. ACL/IJCNLP (2) 2021: 998-1004
Quzhe Huang, Shengqi Zhu, Yansong Feng, Dongyan Zhao: Exploring Distantly-Labeled Rationales in Neural Network Models. ACL/IJCNLP (1) 2021: 5571-5582
Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Xiangliang Zhang, Dongyan Zhao, Rui Yan: Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation. ACL/IJCNLP (1) 2021: 6068-6077
Yuxuan Lai, Chen Zhang, Yansong Feng, Quzhe Huang, Dongyan Zhao: Why Machine Reading Comprehension Models Learn Shortcuts? ACL/IJCNLP (Findings) 2021: 989-1002
Shen Gao, Xiuying Chen, Chang Liu, Dongyan Zhao, Rui Yan: BioGen: Generating Biography Summary under Table Guidance on Wikipedia. ACL/IJCNLP (Findings) 2021: 4752-4757
Zhangming Chan, Lemao Liu, Juntao Li, Haisong Zhang, Dongyan Zhao, Shuming Shi, Rui Yan: Enhancing the Open-Domain Dialogue Evaluation in Latent Space. ACL/IJCNLP (Findings) 2021: 4889-4900
Chongyang Tao, Shen Gao, Juntao Li, Yansong Feng, Dongyan Zhao, Rui Yan: Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study. NAACL-HLT 2021: 1682-1691
Yuxuan Lai, Yijia Liu, Yansong Feng, Songfang Huang, Dongyan Zhao: Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models. NAACL-HLT 2021: 1716-1731
Xiao Liu, Da Yin, Yansong Feng, Yuting Wu, Dongyan Zhao: Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis. NAACL-HLT 2021: 1928-1941
Rui Yan, Weiheng Liao, Jianwei Cui, Hailei Zhang, Yichuan Hu, Dongyan Zhao: Multilingual COVID-QA: Learning towards Global Information Sharing via Web Question Answering in Multiple Languages. WWW 2021: 2590-2600
Mingfei Guo, Xiuying Chen, Juntao Li, Dongyan Zhao, Rui Yan: How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution. WWW (Companion Volume) 2021: 407-411
Meng-Hsuan Yu, Juntao Li, Zhangming Chan, Rui Yan, Dongyan Zhao: Content Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic Storytelling. AAAI 2021: 6021-6029
Wenpeng Hu, Ran Le, Bing Liu, Feng Ji, Jinwen Ma, Dongyan Zhao, Rui Yan: Predictive Adversarial Learning from Positive and Unlabeled Data. AAAI 2021: 7806-7814
Xiuying Chen, Zhi Cui, Jiayi Zhang, Chen Wei, Jianwei Cui, Bin Wang, Dongyan Zhao, Rui Yan: Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension. AAAI 2021: 12683-12691
Mingzhe Li, Xiuying Chen, Min Yang, Shen Gao, Dongyan Zhao, Rui Yan: The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement. AAAI 2021: 13252-13260
Ruijian Xu, Chongyang Tao, Daxin Jiang, Xueliang Zhao, Dongyan Zhao, Rui Yan: Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues. AAAI 2021: 14158-14166
More publications data can be accessed by the following websites:
PROFESSIONAL Services
Society Services
Member of CCF TCNLP (Technical Committee of Natural Language Processing, China Computer Federation), From 2010
General Secretary of CCF TCCI (Technical Committee of Chinese Information Technology, renamed as TCNLP in 2020), From 2010 - 2019
Member of Advisory Committee of Big Data, China Computer Federation, From 2013
Member of CCF TCCOMM(Committee of Network and Data Communications, China Computer Federation), From 2008
PC Chair
The 8th Chinese Semantic Web & Web Science Conference (CSWS 2014)
Organizing Chair
NLPCC 2012-2019
Area Chair & Senior PC
ACL 2024 ARR AC, COLING 2024 AC, ACL 2023 AC
AAAI 2022 SPC, IJCAI 2021 SPC
PC Member of the following conferences:
ACL, AAAI, IJCAI, EMNLP, NAACL, COLING, AACL, ICML, NeurIPS, ICLR, CVPR, WWW, CIKM, CCF BigData, etc.
Reviewers of the following journals:
ACM Transactions on Asian and Low-Resource Language Information Processing, TALLIP
IEEE/ACM Transaction on Audio Speech and Language Processing, TASLP
Transactions of the Association for Computational Linguistics, TACL
Knowledge-Based Systems
Neuro Computing
Information Sciences
Journal of Computer Science and Technology (JCST)
Tutorial Chair
Joint International Semantic Technology Conference (JIST 2015)
Volunteer Chair
ACL 2021
Local Sponsor Chair
EMNLP-IJCNLP 2019
Demo Chair
COLING 2018
Chair of Best Paper Award Committee
CCF Big Data Conference (CCF BigData 2015)
Special Track PC Co-Chair
Joint International Semantic Technology Conference (JIST 2018)
Special Panel Chair
China National Computer Congress (CNCC 2015, 2016, 2018)
Expo Chair
China National Computer Congress (CNCC 2016)