| 2026 | AAAI | MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking. | Tan Yue, Qiong Wu, Dongyan Zhao |
| 2026 | ACL | Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models. | Xin Cheng, Wangding Zeng, Damai Dai, Qinyu Chen, Bingxuan Wang, Zhenda Xie, Kezhao Huang, Xingkai Yu, Zhewen Hao, Han Zhang, Yukun Li, Huishuai Zhang, Dongyan Zhao, Wenfeng Liang |
| 2026 | ACL | Curriculum Learning based Hierarchical Scoring and Analysis Framework for Question Answering Task Evaluation. | Qiong Wu, Tan Yue, Jianxin Liang, Zhen Li, Kai He, Shuai Zhao, Dongyan Zhao |
| 2026 | ACL | Shorten After You're Right: Lazy Length Penalties for Reasoning RL. | Danlong Yuan, Tian Xie, Shaohan Huang, Huishuai Zhang, Zhuocheng Gong, Chong Luo, Furu Wei, Dongyan Zhao |
| 2026 | WWW | We May Not Need Much Visual Encoding of Web Data for Question Answering. | Tan Yue, Qiong Wu, Dongyan Zhao |
| 2025 | AAAI | Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding. | Yueqian Wang, Xiaojun Meng, Yuxuan Wang, Jianxin Liang, Qun Liu, Dongyan Zhao |
| 2025 | ACL | Efficient Domain Continual pretraining by Mitigating the Stability Gap. | Yiduo Guo, Jie Fu, Huishuai Zhang, Dongyan Zhao |
| 2025 | ACL | EpiCoDe: Boosting Model Performance Beyond Training with Extrapolation and Contrastive Decoding. | Mingxu Tao, Jie Hu, Mingchuan Yang, Yunhuai Liu, Dongyan Zhao, Yansong Feng |
| 2025 | ACL | QAEval: Mixture of Evaluators for Question-Answering Task Evaluation. | Tan Yue, Rui Mao, Xuzhao Shi, Shuo Zhan, Zuhao Yang, Dongyan Zhao |
| 2025 | CogSci | Evidence-Enhanced Triplet Generation Framework for Hallucination Alleviation in Generative Question Answering. | Haowei Du, Dongyan Zhao |
| 2025 | COLING | Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering. | Mingxu Tao, Dongyan Zhao, Yansong Feng |
| 2025 | COLING | E-Bench: Towards Evaluating the Ease-of-Use of Large Language Models. | Zhenyu Zhang, Bingguang Hao, Jinpeng Li, Zekai Zhang, Dongyan Zhao |
| 2025 | CVPR | OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts. | Yuxuan Wang, Yueqian Wang, Bo Chen, Tong Wu, Dongyan Zhao, Zilong Zheng |
| 2025 | EMNLP | VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format. | Yueqian Wang, Xiaojun Meng, Yuxuan Wang, Jianxin Liang, Jiansheng Wei, Huishuai Zhang, Dongyan Zhao |
| 2025 | EMNLP | ReMamba: Equip Mamba with Effective Long-Sequence Modeling. | Danlong Yuan, Jiahao Liu, Bei Li, Huishuai Zhang, Jingang Wang, Xunliang Cai, Dongyan Zhao |
| 2025 | EMNLP | F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task. | Tan Yue, Rui Mao, Zilong Song, Zonghai Hu, Dongyan Zhao |
| 2025 | EMNLP | English as Defense Proxy: Mitigating Multilingual Jailbreak via Eliciting English Safety Knowledge. | Zekai Zhang, Yiduo Guo, Jiuheng Lin, Shanghaoran Quan, Huishuai Zhang, Dongyan Zhao |
| 2025 | ICASSP | Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework. | Xiaoxi Sun, Jinpeng Li, Yan Zhong, Dongyan Zhao, Rui Yan |
| 2025 | ICML | Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes. | Zhuocheng Gong, Jian Guan, Wei Wu, Huishuai Zhang, Dongyan Zhao |
| 2025 | IJCAI | Understanding Visual Detail Hallucinations of Large Vision-Language Models. | Xiaoxi Sun, Jianxin Liang, Yueqian Wang, Huishuai Zhang, Dongyan Zhao |
| 2025 | NAACL | ReasVQA: Advancing VideoQA with Imperfect Reasoning Process. | Jianxin Liang, Xiaojun Meng, Huishuai Zhang, Yueqian Wang, Jiansheng Wei, Dongyan Zhao |
| 2025 | WSDM | RetriEVAL: Evaluating Text Generation with Contextualized Lexical Match. | Zhen Li, Xinchi Li, Chongyang Tao, Jiazhan Feng, Tao Shen, Can Xu, Hao Wang, Dongyan Zhao, Shuai Ma |
| 2024 | AAAI | What Makes Quantization for Large Language Model Hard? An Empirical Study from the Lens of Perturbation. | Zhuocheng Gong, Jiahao Liu, Jingang Wang, Xunliang Cai, Dongyan Zhao, Rui Yan |
| 2024 | AAAI | Your Career Path Matters in Person-Job Fit. | Zhuocheng Gong, Yang Song, Tao Zhang, Ji-Rong Wen, Dongyan Zhao, Rui Yan |
| 2024 | AAAI | STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering. | Yueqian Wang, Yuxuan Wang, Kai Chen, Dongyan Zhao |
| 2024 | ACL | SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. | Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan |
| 2024 | ACL | Bi-Directional Multi-Granularity Generation Framework for Knowledge Graph-to-Text with Large Language Model. | Haowei Du, Chen Li, Dinghao Zhang, Dongyan Zhao |
| 2024 | ACL | Synergistic Interplay between Search and Large Language Models for Information Retrieval. | Jiazhan Feng, Chongyang Tao, Xiubo Geng, Tao Shen, Can Xu, Guodong Long, Dongyan Zhao, Daxin Jiang |
| 2024 | ACL | Graph-Structured Speculative Decoding. | Zhuocheng Gong, Jiahao Liu, Ziyue Wang, Pengfei Wu, Jingang Wang, Xunliang Cai, Dongyan Zhao, Rui Yan |
| 2024 | ACL | Large Language Models Can Learn Representation in Natural Language. | Yiduo Guo, Yaobo Liang, Dongyan Zhao, Nan Duan |
| 2024 | ACL | PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion. | Yiduo Guo, Zekai Zhang, Yaobo Liang, Dongyan Zhao, Nan Duan |
| 2024 | COLING | Multilingual Generation in Abstractive Summarization: A Comparative Study. | Jinpeng Li, Jiaze Chen, Huadong Chen, Dongyan Zhao, Rui Yan |
| 2024 | COLING | Probing Multimodal Large Language Models for Global and Local Semantic Representations. | Mingxu Tao, Quzhe Huang, Kun Xu, Liwei Chen, Yansong Feng, Dongyan Zhao |
| 2024 | EMNLP | Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules. | Zhuocheng Gong, Ang Lv, Jian Guan, Wei Wu, Huishuai Zhang, Minlie Huang, Dongyan Zhao, Rui Yan |
| 2024 | EMNLP | Learning to Plan by Updating Natural Language. | Yiduo Guo, Yaobo Liang, Chenfei Wu, Wenshan Wu, Dongyan Zhao, Nan Duan |
| 2024 | EMNLP | Unlocking the Potential of Model Merging for Low-Resource Languages. | Mingxu Tao, Chen Zhang, Quzhe Huang, Tianyao Ma, Songfang Huang, Dongyan Zhao, Yansong Feng |
| 2024 | EMNLP | Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge. | Yuxuan Wang, Yueqian Wang, Pengfei Wu, Jianxin Liang, Dongyan Zhao, Yang Liu, Zilong Zheng |
| 2024 | EMNLP | PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion. | Zekai Zhang, Yiduo Guo, Yaobo Liang, Dongyan Zhao, Nan Duan |
| 2024 | NAACL | Language Models can be Deductive Solvers. | Jiazhan Feng, Ruochen Xu, Junheng Hao, Hiteshi Sharma, Yelong Shen, Dongyan Zhao, Weizhu Chen |
| 2023 | ACL | Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction. | Hejing Cao, Dongyan Zhao |
| 2023 | ACL | From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation. | Zhibin Chen, Yansong Feng, Dongyan Zhao |
| 2023 | ACL | Decouple knowledge from paramters for plug-and-play language modeling. | Xin Cheng, Yankai Lin, Xiuying Chen, Dongyan Zhao, Rui Yan |
| 2023 | ACL | Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents. | Haowei Du, Yansong Feng, Chen Li, Yang Li, Yunshi Lan, Dongyan Zhao |
| 2023 | ACL | MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation. | Jiazhan Feng, Qingfeng Sun, Can Xu, Pu Zhao, Yaming Yang, Chongyang Tao, Dongyan Zhao, Qingwei Lin |
| 2023 | ACL | Dialogue Summarization with Static-Dynamic Structure Fusion Graph. | Shen Gao, Xin Cheng, Mingzhe Li, Xiuying Chen, Jinpeng Li, Dongyan Zhao, Rui Yan |
| 2023 | ACL | PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models. | Zhuocheng Gong, Jiahao Liu, Qifan Wang, Yang Yang, Jingang Wang, Wei Wu, Yunsen Xian, Dongyan Zhao, Rui Yan |
| 2023 | ACL | Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast. | Yiduo Guo, Yaobo Liang, Dongyan Zhao, Bing Liu, Nan Duan |
| 2023 | ACL | More than Classification: A Unified Framework for Event Temporal Relation Extraction. | Quzhe Huang, Yutong Hu, Shengqi Zhu, Yansong Feng, Chang Liu, Dongyan Zhao |
| 2023 | ACL | Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination. | Jianxin Liang, Chang Liu, Chongyang Tao, Jiazhan Feng, Dongyan Zhao |
| 2023 | ACL | FAA: Fine-grained Attention Alignment for Cascade Document Ranking. | Zhen Li, Chongyang Tao, Jiazhan Feng, Tao Shen, Dongyan Zhao, Xiubo Geng, Daxin Jiang |
| 2023 | ACL | RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank. | Jiduan Liu, Jiahao Liu, Qifan Wang, Jingang Wang, Wei Wu, Yunsen Xian, Dongyan Zhao, Kai Chen, Rui Yan |
| 2023 | ACL | The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code. | Xiao Liu, Da Yin, Chen Zhang, Yansong Feng, Dongyan Zhao |
| 2023 | ACL | Class-Incremental Learning based on Label Generation. | Yijia Shao, Yiduo Guo, Dongyan Zhao, Bing Liu |
| 2023 | ACL | Smart Word Suggestions for Writing Assistance. | Chenshuo Wang, Shaoguang Mao, Tao Ge, Wenshan Wu, Xun Wang, Yan Xia, Jonathan Tien, Dongyan Zhao |
| 2023 | ACL | Rethinking Dictionaries and Glyphs for Chinese Language Pre-training. | Yuxuan Wang, Jianghui Wang, Dongyan Zhao, Zilong Zheng |
| 2023 | ACL | VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions. | Yuxuan Wang, Zilong Zheng, Xueliang Zhao, Jinpeng Li, Yueqian Wang, Dongyan Zhao |
| 2023 | ACL | Align-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment. | Yuting Wu, Yutong Hu, Yansong Feng, Tianyi Li, Mark Steedman, Dongyan Zhao |
| 2023 | ACL | How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension. | Chen Zhang, Jiuheng Lin, Xiao Liu, Yuxuan Lai, Yansong Feng, Dongyan Zhao |
| 2023 | CVPR | Dealing with Cross-Task Class Discrimination in Online Continual Learning. | Yiduo Guo, Bing Liu, Dongyan Zhao |
| 2023 | EACL | An Intra-Class Relation Guided Approach for Code Comment Generation. | Zhenni Wang, Xiaohan Yu, Yansong Feng, Dongyan Zhao |
| 2023 | EACL | Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension. | Chen Zhang, Yuxuan Lai, Yansong Feng, Xingyu Shen, Haowei Du, Dongyan Zhao |
| 2023 | EMNLP | Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation. | Jinpeng Li, Zekai Zhang, Xiuying Chen, Dongyan Zhao, Rui Yan |
| 2023 | EMNLP | Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning. | Chang Liu, Chongyang Tao, Jianxin Liang, Jiazhan Feng, Tao Shen, Quzhe Huang, Dongyan Zhao |
| 2023 | EMNLP | Relation-Aware Question Answering for Heterogeneous Knowledge Graphs. | Haowei Du, Quzhe Huang, Chen Li, Chen Zhang, Yang Li, Dongyan Zhao |
| 2023 | EMNLP | Multi-Granularity Information Interaction Framework for Incomplete Utterance Rewriting. | Haowei Du, Dinghao Zhang, Chen Li, Yang Li, Dongyan Zhao |
| 2023 | EMNLP | Improving Input-label Mapping with Demonstration Replay for In-context Learning. | Zhuocheng Gong, Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai, Dongyan Zhao, Rui Yan |
| 2023 | EMNLP | From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction. | Quzhe Huang, Yanxi Zhang, Dongyan Zhao |
| 2023 | EMNLP | Learning Dynamic Representations for Discourse Dependency Parsing. | Tianyi Liu, Yansong Feng, Dongyan Zhao |
| 2023 | EMNLP | Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression. | Jiduan Liu, Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai, Dongyan Zhao, Ran Wang, Rui Yan |
| 2023 | ICLR | Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study. | Mingxu Tao, Yansong Feng, Dongyan Zhao |
| 2023 | WWW | Learning Disentangled Representation via Domain Adaptation for Dialogue Summarization. | Jinpeng Li, Yingce Xia, Xin Cheng, Dongyan Zhao, Rui Yan |
| 2023 | SIGIR | Dimension-Prompts Boost Commonsense Consolidation. | Jiazhan Feng, Chongyang Tao, Tao Shen, Chang Liu, Dongyan Zhao |
| 2023 | WSDM | EZInterviewer: To Improve Job Interview Performance with Mock Interview Generator. | Mingzhe Li, Xiuying Chen, Weiheng Liao, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan |
| 2022 | AAAI | Adaptive Orthogonal Projection for Batch and Online Continual Learning. | Yiduo Guo, Wenpeng Hu, Dongyan Zhao, Bing Liu |
| 2022 | ACL | ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation. | Chang Liu, Xu Tan, Chongyang Tao, Zhenxin Fu, Dongyan Zhao, Tie-Yan Liu, Rui Yan |
| 2022 | ACL | Things not Written in Text: Exploring Spatial Commonsense from Visual Signals. | Xiao Liu, Da Yin, Yansong Feng, Dongyan Zhao |
| 2022 | ACL | Entailment Graph Learning with Textual Entailment and Soft Transitivity. | Zhibin Chen, Yansong Feng, Dongyan Zhao |
| 2022 | ACL | Finding the Dominant Winning Ticket in Pre-Trained Language Models. | Zhuocheng Gong, Di He, Yelong Shen, Tie-Yan Liu, Weizhu Chen, Dongyan Zhao, Ji-Rong Wen, Rui Yan |
| 2022 | ACL | Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED. | Quzhe Huang, Shibo Hao, Yuan Ye, Shengqi Zhu, Yansong Feng, Dongyan Zhao |
| 2022 | ACL | Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation. | Mingzhe Li, Xiexiong Lin, Xiuying Chen, Jinxiong Chang, Qishen Zhang, Feng Wang, Taifeng Wang, Zhongyi Liu, Wei Chu, Dongyan Zhao, Rui Yan |
| 2022 | ACL | Multi-Granularity Structural Knowledge Distillation for Language Model Compression. | Chang Liu, Chongyang Tao, Jiazhan Feng, Dongyan Zhao |
| 2022 | COLING | Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations. | Jiazhan Feng, Chongyang Tao, Zhen Li, Chang Liu, Tao Shen, Dongyan Zhao |
| 2022 | EMNLP | Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario. | Xiao Liu, Yansong Feng, Jizhi Tang, Chengang Hu, Dongyan Zhao |
| 2022 | EMNLP | Do Charge Prediction Models Learn Legal Theory? | Zhenwei An, Quzhe Huang, Cong Jiang, Yansong Feng, Dongyan Zhao |
| 2022 | EMNLP | Neural Machine Translation with Contrastive Translation Memories. | Xin Cheng, Shen Gao, Lemao Liu, Dongyan Zhao, Rui Yan |
| 2022 | EMNLP | How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection. | Jiazhan Feng, Chongyang Tao, Chang Liu, Rui Yan, Dongyan Zhao |
| 2022 | EMNLP | Summarizing Procedural Text: Data and Approach. | Shen Gao, Haotong Zhang, Xiuying Chen, Rui Yan, Dongyan Zhao |
| 2022 | EMNLP | GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval. | Jiduan Liu, Jiahao Liu, Yang Yang, Jingang Wang, Wei Wu, Dongyan Zhao, Rui Yan |
| 2022 | EMNLP | Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook. | Chang Liu, Chongyang Tao, Jianxin Liang, Tao Shen, Jiazhan Feng, Quzhe Huang, Dongyan Zhao |
| 2022 | EMNLP | SMASH: Improving SMAll Language Models' Few-SHot Ability with Prompt-Based Distillation. | Yueqian Wang, Chang Liu, Kai Chen, Xi Wang, Dongyan Zhao |
| 2022 | EMNLP | Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure. | Xueliang Zhao, Lemao Liu, Tingchen Fu, Shuming Shi, Dongyan Zhao, Rui Yan |
| 2022 | EMNLP | Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation. | Xueliang Zhao, Yuxuan Wang, Chongyang Tao, Chenshuo Wang, Dongyan Zhao |
| 2022 | ICML | Online Continual Learning through Mutual Information Maximization. | Yiduo Guo, Bing Liu, Dongyan Zhao |
| 2022 | NAACL | Learning to Express in Knowledge-Grounded Conversation. | Xueliang Zhao, Tingchen Fu, Chongyang Tao, Wei Wu, Dongyan Zhao, Rui Yan |
| 2022 | WSDM | HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling. | Shen Gao, Yuchi Zhang, Yongliang Wang, Yang Dong, Xiuying Chen, Dongyan Zhao, Rui Yan |
| 2021 | AAAI | Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension. | Xiuying Chen, Zhi Cui, Jiayi Zhang, Chen Wei, Jianwei Cui, Bin Wang, Dongyan Zhao, Rui Yan |
| 2021 | AAAI | Predictive Adversarial Learning from Positive and Unlabeled Data. | Wenpeng Hu, Ran Le, Bing Liu, Feng Ji, Jinwen Ma, Dongyan Zhao, Rui Yan |
| 2021 | AAAI | The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement. | Mingzhe Li, Xiuying Chen, Min Yang, Shen Gao, Dongyan Zhao, Rui Yan |
| 2021 | AAAI | Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues. | Ruijian Xu, Chongyang Tao, Daxin Jiang, Xueliang Zhao, Dongyan Zhao, Rui Yan |
| 2021 | AAAI | Content Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic Storytelling. | Meng-Hsuan Yu, Juntao Li, Zhangming Chan, Rui Yan, Dongyan Zhao |
| 2021 | ACL | Enhancing the Open-Domain Dialogue Evaluation in Latent Space. | Zhangming Chan, Lemao Liu, Juntao Li, Haisong Zhang, Dongyan Zhao, Shuming Shi, Rui Yan |
| 2021 | ACL | Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation. | Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Xiangliang Zhang, Dongyan Zhao, Rui Yan |
| 2021 | ACL | BioGen: Generating Biography Summary under Table Guidance on Wikipedia. | Shen Gao, Xiuying Chen, Chang Liu, Dongyan Zhao, Rui Yan |
| 2021 | ACL | Exploring Distantly-Labeled Rationales in Neural Network Models. | Quzhe Huang, Shengqi Zhu, Yansong Feng, Dongyan Zhao |
| 2021 | ACL | Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction. | Quzhe Huang, Shengqi Zhu, Yansong Feng, Yuan Ye, Yuxuan Lai, Dongyan Zhao |
| 2021 | ACL | Why Machine Reading Comprehension Models Learn Shortcuts? | Yuxuan Lai, Chen Zhang, Yansong Feng, Quzhe Huang, Dongyan Zhao |
| 2021 | EMNLP | Extract, Integrate, Compete: Towards Verification Style Reading Comprehension. | Chen Zhang, Yuxuan Lai, Yansong Feng, Dongyan Zhao |
| 2021 | EMNLP | Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation. | Qingqing Zhu, Xiuying Chen, Pengfei Wu, Junfei Liu, Dongyan Zhao |
| 2021 | NAACL | Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models. | Yuxuan Lai, Yijia Liu, Yansong Feng, Songfang Huang, Dongyan Zhao |
| 2021 | NAACL | Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis. | Xiao Liu, Da Yin, Yansong Feng, Yuting Wu, Dongyan Zhao |
| 2021 | NAACL | Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study. | Chongyang Tao, Shen Gao, Juntao Li, Yansong Feng, Dongyan Zhao, Rui Yan |
| 2021 | WWW | Multilingual COVID-QA: Learning towards Global Information Sharing via Web Question Answering in Multiple Languages. | Rui Yan, Weiheng Liao, Jianwei Cui, Hailei Zhang, Yichuan Hu, Dongyan Zhao |
| 2021 | WWW | How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution. | Mingfei Guo, Xiuying Chen, Juntao Li, Dongyan Zhao, Rui Yan |
| 2020 | AAAI | Integrating Relation Constraints with Neural Relation Extractors. | Yuan Ye, Yansong Feng, Bingfeng Luo, Yuxuan Lai, Dongyan Zhao |
| 2020 | AAAI | RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search (Student Abstract). | Xiuying Chen, Daorui Xiao, Shen Gao, Guojun Liu, Wei Lin, Bo Zheng, Dongyan Zhao, Rui Yan |
| 2020 | AAAI | Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce. | Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan |
| 2020 | AAAI | A Character-Centric Neural Model for Automated Story Generation. | Danyang Liu, Juntao Li, Meng-Hsuan Yu, Ziming Huang, Gongshen Liu, Dongyan Zhao, Rui Yan |
| 2020 | AAAI | Learning Sense Representation from Word Representation for Unsupervised Word Sense Disambiguation (Student Abstract). | Jie Wang, Zhenxin Fu, Moxin Li, Haisong Zhang, Dongyan Zhao, Rui Yan |
| 2020 | AAAI | Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder. | Meng-Hsuan Yu, Juntao Li, Danyang Liu, Bo Tang, Haisong Zhang, Dongyan Zhao, Rui Yan |
| 2020 | ACL | Neighborhood Matching Network for Entity Alignment. | Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Dongyan Zhao |
| 2020 | CIKM | Query-to-Session Matching: Do NOT Forget History and Future during Response Selection for Multi-Turn Dialogue Systems. | Zhenxin Fu, Shaobo Cui, Feng Ji, Ji Zhang, Haiqing Chen, Dongyan Zhao, Rui Yan |
| 2020 | COLING | Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence Modeling. | Wenpeng Hu, Ran Le, Bing Liu, Jinwen Ma, Dongyan Zhao, Rui Yan |
| 2020 | COLING | Transformation of Dense and Sparse Text Representations. | Wenpeng Hu, Mengyu Wang, Bing Liu, Feng Ji, Jinwen Ma, Dongyan Zhao |
| 2020 | EMNLP | Selection and Generation: Learning towards Multi-Product Advertisement Post Generation. | Zhangming Chan, Yuchi Zhang, Xiuying Chen, Shen Gao, Zhiqiang Zhang, Dongyan Zhao, Rui Yan |
| 2020 | EMNLP | VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles. | Mingzhe Li, Xiuying Chen, Shen Gao, Zhangming Chan, Dongyan Zhao, Rui Yan |
| 2020 | EMNLP | Understanding Procedural Text using Interactive Entity Networks. | Jizhi Tang, Yansong Feng, Dongyan Zhao |
| 2020 | EMNLP | Towards Context-Aware Code Comment Generation. | Xiaohan Yu, Quzhe Huang, Zheng Wang, Yansong Feng, Dongyan Zhao |
| 2020 | EMNLP | Knowledge-Grounded Dialogue Generation with Pre-trained Language Models. | Xueliang Zhao, Wei Wu, Can Xu, Chongyang Tao, Dongyan Zhao, Rui Yan |
| 2020 | ICLR | Low-Resource Knowledge-Grounded Dialogue Generation. | Xueliang Zhao, Wei Wu, Chongyang Tao, Can Xu, Dongyan Zhao, Rui Yan |
| 2020 | IJCAI | From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information. | Shen Gao, Xiuying Chen, Zhaochun Ren, Dongyan Zhao, Rui Yan |
| 2020 | IJCAI | Domain Adaptation for Semantic Parsing. | Zechang Li, Yuxuan Lai, Yansong Feng, Dongyan Zhao |
| 2020 | KDD | Context-to-Session Matching: Utilizing Whole Session for Response Selection in Information-Seeking Dialogue Systems. | Zhenxin Fu, Shaobo Cui, Mingyue Shang, Feng Ji, Dongyan Zhao, Haiqing Chen, Rui Yan |
| 2020 | WWW | Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog. | Shen Gao, Xiuying Chen, Chang Liu, Li Liu, Dongyan Zhao, Rui Yan |
| 2020 | SIGIR | Be Aware of the Hot Zone: A Warning System of Hazard Area Prediction to Intervene Novel Coronavirus COVID-19 Outbreak. | Zhenxin Fu, Yu Wu, Hailei Zhang, Yichuan Hu, Dongyan Zhao, Rui Yan |
| 2020 | SIGIR | What If Bots Feel Moods? | Lisong Qiu, Yingwai Shiu, Pingping Lin, Ruihua Song, Yue Liu, Dongyan Zhao, Rui Yan |
| 2020 | SIGIR | Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection. | Chongyang Tao, Wei Wu, Yansong Feng, Dongyan Zhao, Rui Yan |
| 2019 | AAAI | Abstractive Text Summarization by Incorporating Reader Comments. | Shen Gao, Xiuying Chen, Piji Li, Zhaochun Ren, Lidong Bing, Dongyan Zhao, Rui Yan |
| 2019 | AAAI | Lattice CNNs for Matching Based Chinese Question Answering. | Yuxuan Lai, Yansong Feng, Xiaohan Yu, Zheng Wang, Kun Xu, Dongyan Zhao |
| 2019 | AAAI | Learning to Write Stories with Thematic Consistency and Wording Novelty. | Juntao Li, Lidong Bing, Lisong Qiu, Dongmin Chen, Dongyan Zhao, Rui Yan |
| 2019 | AAAI | Insufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation. | Juntao Li, Lisong Qiu, Bo Tang, Dongmin Chen, Dongyan Zhao, Rui Yan |
| 2019 | AAAI | Find a Reasonable Ending for Stories: Does Logic Relation Help the Story Cloze Test? | Mingyue Shang, Zhenxin Fu, Hongzhi Yin, Bo Tang, Dongyan Zhao, Rui Yan |
| 2019 | AAAI | Plan-and-Write: Towards Better Automatic Storytelling. | Lili Yao, Nanyun Peng, Ralph M. Weischedel, Kevin Knight, Dongyan Zhao, Rui Yan |
| 2019 | ACL | Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems. | Jiazhan Feng, Chongyang Tao, Wei Wu, Yansong Feng, Dongyan Zhao, Rui Yan |
| 2019 | ACL | Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References. | Lisong Qiu, Juntao Li, Wei Bi, Dongyan Zhao, Rui Yan |
| 2019 | ACL | One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues. | Chongyang Tao, Wei Wu, Can Xu, Wenpeng Hu, Dongyan Zhao, Rui Yan |
| 2019 | CIKM | Query-bag Matching with Mutual Coverage for Information-seeking Conversations in E-commerce. | Zhenxin Fu, Feng Ji, Wenpeng Hu, Wei Zhou, Dongyan Zhao, Haiqing Chen, Rui Yan |
| 2019 | CIKM | Towards Effective and Interpretable Person-Job Fitting. | Ran Le, Wenpeng Hu, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan |
| 2019 | EMNLP | Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation. | Zhangming Chan, Xiuying Chen, Yongliang Wang, Juntao Li, Zhiqiang Zhang, Kun Gai, Dongyan Zhao, Rui Yan |
| 2019 | EMNLP | Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders. | Zhangming Chan, Juntao Li, Xiaopeng Yang, Xiuying Chen, Wenpeng Hu, Dongyan Zhao, Rui Yan |
| 2019 | EMNLP | How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing. | Shen Gao, Xiuying Chen, Piji Li, Zhangming Chan, Dongyan Zhao, Rui Yan |
| 2019 | EMNLP | Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations. | Ran Le, Wenpeng Hu, Mingyue Shang, Zhenjun You, Lidong Bing, Dongyan Zhao, Rui Yan |
| 2019 | EMNLP | Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems. | Jia Li, Chongyang Tao, Wei Wu, Yansong Feng, Dongyan Zhao, Rui Yan |
| 2019 | EMNLP | Semi-supervised Text Style Transfer: Cross Projection in Latent Space. | Mingyue Shang, Piji Li, Zhenxin Fu, Lidong Bing, Dongyan Zhao, Shuming Shi, Rui Yan |
| 2019 | EMNLP | Learning to Update Knowledge Graphs by Reading News. | Jizhi Tang, Yansong Feng, Dongyan Zhao |
| 2019 | EMNLP | Jointly Learning Entity and Relation Representations for Entity Alignment. | Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Dongyan Zhao |
| 2019 | ICDE | Time Constrained Continuous Subgraph Search Over Streaming Graphs. | Youhuan Li, Lei Zou, M. Tamer zsu, Dongyan Zhao |
| 2019 | ICLR | Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation. | Wenpeng Hu, Zhou Lin, Bing Liu, Chongyang Tao, Zhengwei Tao, Jinwen Ma, Dongyan Zhao, Rui Yan |
| 2019 | IJCAI | Learning towards Abstractive Timeline Summarization. | Xiuying Chen, Zhangming Chan, Shen Gao, Meng-Hsuan Yu, Dongyan Zhao, Rui Yan |
| 2019 | IJCAI | GSN: A Graph-Structured Network for Multi-Party Dialogues. | Wenpeng Hu, Zhangming Chan, Bing Liu, Dongyan Zhao, Jinwen Ma, Rui Yan |
| 2019 | IJCAI | Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs. | Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Rui Yan, Dongyan Zhao |
| 2019 | IJCAI | A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. | Xueliang Zhao, Chongyang Tao, Wei Wu, Can Xu, Dongyan Zhao, Rui Yan |
| 2019 | KDD | Interview Choice Reveals Your Preference on the Market: To Improve Job-Resume Matching through Profiling Memories. | Rui Yan, Ran Le, Yang Song, Tao Zhang, Xiangliang Zhang, Dongyan Zhao |
| 2019 | PRICAI | Boosting Variational Generative Model via Condition Enhancing and Lexical-Editing. | Zhengwei Tao, Waiman Si, Juntao Li, Dongyan Zhao, Rui Yan |
| 2019 | WSDM | Product-Aware Answer Generation in E-Commerce Question-Answering. | Shen Gao, Zhaochun Ren, Yihong Eric Zhao, Dongyan Zhao, Dawei Yin, Rui Yan |
| 2019 | WSDM | Multi-Representation Fusion Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. | Chongyang Tao, Wei Wu, Can Xu, Wenpeng Hu, Dongyan Zhao, Rui Yan |
| 2018 | AAAI | Style Transfer in Text: Exploration and Evaluation. | Zhenxin Fu, Xiaoye Tan, Nanyun Peng, Dongyan Zhao, Rui Yan |
| 2018 | AAAI | Towards a Neural Conversation Model With Diversity Net Using Determinantal Point Processes. | Yiping Song, Rui Yan, Yansong Feng, Yaoyuan Zhang, Dongyan Zhao, Ming Zhang |
| 2018 | AAAI | RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems. | Chongyang Tao, Lili Mou, Dongyan Zhao, Rui Yan |
| 2018 | AAAI | Scale Up Event Extraction Learning via Automatic Training Data Generation. | Ying Zeng, Yansong Feng, Rong Ma, Zheng Wang, Rui Yan, Chongde Shi, Dongyan Zhao |
| 2018 | ACL | Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding. | Bingfeng Luo, Yansong Feng, Zheng Wang, Songfang Huang, Rui Yan, Dongyan Zhao |
| 2018 | ACL | Modeling discourse cohesion for discourse parsing via memory network. | Yanyan Jia, Yuan Ye, Yansong Feng, Yuxuan Lai, Rui Yan, Dongyan Zhao |
| 2018 | DASFAA | Multi-query Optimization in Federated RDF Systems. | Peng Peng, Lei Zou, M. Tamer zsu, Dongyan Zhao |
| 2018 | EMNLP | Iterative Document Representation Learning Towards Summarization with Polishing. | Xiuying Chen, Shen Gao, Chongyang Tao, Yan Song, Dongyan Zhao, Rui Yan |
| 2018 | EMNLP | Multi-grained Attention Network for Aspect-Level Sentiment Classification. | Feifan Fan, Yansong Feng, Dongyan Zhao |
| 2018 | EMNLP | Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training. | Juntao Li, Yan Song, Haisong Zhang, Dongmin Chen, Shuming Shi, Dongyan Zhao, Rui Yan |
| 2018 | ICDE | Answering Natural Language Questions by Subgraph Matching over Knowledge Graphs (Extended Abstract). | Sen Hu, Lei Zou, Jeffrey Xu Yu, Haixun Wang, Dongyan Zhao |
| 2018 | ICLR | Aspect-based Question Generation. | Wenpeng Hu, Bing Liu, Jinwen Ma, Dongyan Zhao, Rui Yan |
| 2018 | IJCAI | Learning to Converse with Noisy Data: Generation with Calibration. | Mingyue Shang, Zhenxin Fu, Nanyun Peng, Yansong Feng, Dongyan Zhao, Rui Yan |
| 2018 | IJCAI | An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems. | Yiping Song, Cheng-Te Li, Jian-Yun Nie, Ming Zhang, Dongyan Zhao, Rui Yan |
| 2018 | IJCAI | Get The Point of My Utterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism. | Chongyang Tao, Shen Gao, Mingyue Shang, Wei Wu, Dongyan Zhao, Rui Yan |
| 2018 | IJCAI | One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning. | Xiaowei Tong, Zhenxin Fu, Mingyue Shang, Dongyan Zhao, Rui Yan |
| 2018 | IJCAI | Smarter Response with Proactive Suggestion: A New Generative Neural Conversation Paradigm. | Rui Yan, Dongyan Zhao |
| 2018 | KDD | Coupled Context Modeling for Deep Chit-Chat: Towards Conversations between Human and Computer. | Rui Yan, Dongyan Zhao |
| 2018 | WWW | A NeuRetrieval Model for Human-Computer Conversations. | Rui Yan, Dongyan Zhao |
| 2017 | ACL | Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix. | Bingfeng Luo, Yansong Feng, Zheng Wang, Zhanxing Zhu, Songfang Huang, Rui Yan, Dongyan Zhao |
| 2017 | ACL | How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models. | Zhiliang Tian, Rui Yan, Lili Mou, Yiping Song, Yansong Feng, Dongyan Zhao |
| 2017 | CIKM | Keyword Search on RDF Graphs - A Query Graph Assembly Approach. | Shuo Han, Lei Zou, Jeffrey Xu Yu, Dongyan Zhao |
| 2017 | EMNLP | Learning to Predict Charges for Criminal Cases with Legal Basis. | Bingfeng Luo, Yansong Feng, Jianbo Xu, Xiang Zhang, Dongyan Zhao |
| 2017 | EMNLP | Towards Implicit Content-Introducing for Generative Short-Text Conversation Systems. | Lili Yao, Yaoyuan Zhang, Yansong Feng, Dongyan Zhao, Rui Yan |
| 2017 | IJCNLP | Diversifying Neural Conversation Model with Maximal Marginal Relevance. | Yiping Song, Zhiliang Tian, Dongyan Zhao, Ming Zhang, Rui Yan |
| 2017 | SIGIR | Joint Learning of Response Ranking and Next Utterance Suggestion in Human-Computer Conversation System. | Rui Yan, Dongyan Zhao, Weinan E |
| 2016 | ACL | Question Answering on Freebase via Relation Extraction and Textual Evidence. | Kun Xu, Siva Reddy, Yansong Feng, Songfang Huang, Dongyan Zhao |
| 2016 | CIKM | Adaptive Evolutionary Filtering in Real-Time Twitter Stream. | Feifan Fan, Yansong Feng, Lili Yao, Dongyan Zhao |
| 2016 | COLING | Hybrid Question Answering over Knowledge Base and Free Text. | Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao |
| 2016 | EDBT | Query Workload-based RDF Graph Fragmentation and Allocation. | Peng Peng, Lei Zou, Lei Chen, Dongyan Zhao |
| 2015 | AAAI | What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions. | Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao |
| 2015 | ACL | Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases. | Sheng Zhang, Yansong Feng, Songfang Huang, Kun Xu, Zhe Han, Dongyan Zhao |
| 2015 | APWEB | Knowledge Base Completion Using Matrix Factorization. | Wenqiang He, Yansong Feng, Lei Zou, Dongyan Zhao |
| 2015 | APWEB | On the Marriage of SPARQL and Keywords. | Peng Peng, Lei Zou, Dongyan Zhao |
| 2015 | EMNLP | Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling. | Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao |
| 2015 | ICDE | A graph-based RDF triple store. | Xuchuan Shen, Lei Zou, M. Tamer zsu, Lei Chen, Youhuan Li, Shuo Han, Dongyan Zhao |
| 2015 | SIGMOD | How to Build Templates for RDF Question/Answering: An Uncertain Graph Similarity Join Approach. | Weiguo Zheng, Lei Zou, Xiang Lian, Jeffrey Xu Yu, Shaoxu Song, Dongyan Zhao |
| 2014 | ACL | Encoding Relation Requirements for Relation Extraction via Joint Inference. | Liwei Chen, Yansong Feng, Songfang Huang, Yong Qin, Dongyan Zhao |
| 2014 | CIKM | Efficient Subgraph Skyline Search Over Large Graphs. | Weiguo Zheng, Lei Zou, Xiang Lian, Liang Hong, Dongyan Zhao |
| 2014 | EDBT | gst-Store: An Engine for Large RDF Graph Integrating Spatiotemporal Information. | Dong Wang, Lei Zou, Dongyan Zhao |
| 2014 | EMNLP | Joint Inference for Knowledge Base Population. | Liwei Chen, Yansong Feng, Jinghui Mo, Songfang Huang, Dongyan Zhao |
| 2014 | SIGMOD | Using Conditional Functional Dependency to Discover Abnormal Data in RDF Graphs. | Binbin He, Lei Zou, Dongyan Zhao |
| 2014 | SIGMOD | Natural language question answering over RDF: a graph data driven approach. | Lei Zou, Ruizhe Huang, Haixun Wang, Jeffrey Xu Yu, Wenqiang He, Dongyan Zhao |
| 2013 | CIKM | Graph similarity search with edit distance constraint in large graph databases. | Weiguo Zheng, Lei Zou, Xiang Lian, Dong Wang, Dongyan Zhao |
| 2013 | DASFAA | S-store: An Engine for Large RDF Graph Integrating Spatial Information. | Dong Wang, Lei Zou, Yansong Feng, Xuchuan Shen, Jilei Tian, Dongyan Zhao |
| 2013 | ICANN | Using Exponential Kernel for Word Sense Disambiguation. | Tinghua Wang, Junyang Rao, Dongyan Zhao |
| 2013 | WISE | Taxonomy Based Personalized News Recommendation: Novelty and Diversity. | Junyang Rao, Aixia Jia, Yansong Feng, Dongyan Zhao |
| 2012 | ADMA | Keyword Graph: Answering Keyword Search over Large Graphs. | Dong Wang, Lei Zou, Wanqiong Pan, Dongyan Zhao |
| 2012 | EMNLP | Explore Person Specific Evidence in Web Person Name Disambiguation. | Liwei Chen, Yansong Feng, Lei Zou, Dongyan Zhao |
| 2012 | RecSys | Recommending academic papers via users' reading purposes. | Yichen Jiang, Aixia Jia, Yansong Feng, Dongyan Zhao |
| 2011 | CIKM | Answering label-constraint reachability in large graphs. | Kun Xu, Lei Zou, Jeffrey Xu Yu, Lei Chen, Yanghua Xiao, Dongyan Zhao |
| 2011 | WISE | Top-K Possible Shortest Path Query over a Large Uncertain Graph. | Lei Zou, Peng Peng, Dongyan Zhao |
| 2011 | SSDBM | Subgraph Search over Massive Disk Resident Graphs. | Peng Peng, Lei Zou, Lei Chen, Xuemin Lin, Dongyan Zhao |
| 2010 | DASFAA | Dynamic Skyline Queries in Large Graphs. | Lei Zou, Lei Chen, M. Tamer zsu, Dongyan Zhao |