An Adaptive User Profile Based on Memory Model. - Dingming Wu 002; Dongyan Zhao 001; Xue Zhang (WAIM, 2008)

Dynamic Skyline Queries in Large Graphs. - Lei Zou 001; Lei Chen 002; M. Tamer Özsu; Dongyan Zhao 001 (DASFAA (2), 2010)

Extracting 5W1H Event Semantic Elements from Chinese Online News. - Wei Wang 339; Dongyan Zhao 001; Lei Zou 001; Dong Wang; Weiguo Zheng (WAIM, 2010)

Answering label-constraint reachability in large graphs. - Kun Xu 005; Lei Zou 001; Jeffrey Xu Yu; Lei Chen 002; Yanghua Xiao; Dongyan Zhao 001 (CIKM, 2011)

Subgraph Search over Massive Disk Resident Graphs. - Peng Peng 001; Lei Zou 001; Lei Chen 002; Xuemin Lin 001; Dongyan Zhao 001 (SSDBM, 2011)

Answering Subgraph Queries over Large Graphs. - Weiguo Zheng; Lei Zou 001; Dongyan Zhao 001 (WAIM, 2011)

Top-K Possible Shortest Path Query over a Large Uncertain Graph. - Lei Zou 001; Peng Peng 001; Dongyan Zhao 001 (WISE, 2011)

gStore: Answering SPARQL Queries via Subgraph Matching. - Lei Zou 001; Jinghui Mo; Lei Chen 002; M. Tamer Özsu; Dongyan Zhao 001 (Proc. VLDB Endow., 2011)

Keyword Graph: Answering Keyword Search over Large Graphs. - Dong Wang; Lei Zou 001; Wanqiong Pan; Dongyan Zhao 001 (ADMA, 2012)

Explore Person Specific Evidence in Web Person Name Disambiguation. - Liwei Chen; Yansong Feng 002; Lei Zou 001; Dongyan Zhao 001 (EMNLP-CoNLL, 2012)

Recommending academic papers via users' reading purposes. - Yichen Jiang; Aixia Jia; Yansong Feng 002; Dongyan Zhao 001 (RecSys, 2012)

Answering pattern match queries in large graph databases via graph embedding. - Lei Zou 001; Lei Chen 002; M. Tamer Özsu; Dongyan Zhao 001 (VLDB J., 2012)

Graph similarity search with edit distance constraint in large graph databases. - Weiguo Zheng; Lei Zou 001; Xiang Lian 001; Dong Wang; Dongyan Zhao 001 (CIKM, 2013)

S-store: An Engine for Large RDF Graph Integrating Spatial Information. - Dong Wang; Lei Zou 001; Yansong Feng 002; Xuchuan Shen; Jilei Tian; Dongyan Zhao 001 (DASFAA (2), 2013)

Using Exponential Kernel for Word Sense Disambiguation. - Tinghua Wang; Junyang Rao; Dongyan Zhao 001 (ICANN, 2013)

Mining User Interests in Web Logs of an Online News Service Based on Memory Model. - Wei Wang 339; Dongyan Zhao 001; Haining Luo; Xin Wang (NAS, 2013)

Personalized News Recommendation Using Ontologies Harvested from the Web. - Junyang Rao; Aixia Jia; Yansong Feng 002; Dongyan Zhao 001 (WAIM, 2013)

Taxonomy Based Personalized News Recommendation: Novelty and Diversity. - Junyang Rao; Aixia Jia; Yansong Feng 002; Dongyan Zhao 001 (WISE (1), 2013)

Two-stage multiple kernel learning with multiclass kernel polarization. - Tinghua Wang; Dongyan Zhao 001; Yansong Feng 002 (Knowl. Based Syst., 2013)

Efficient SimRank-based Similarity Join Over Large Graphs. - Weiguo Zheng; Lei Zou 001; Yansong Feng 002; Lei Chen 002; Dongyan Zhao 001 (Proc. VLDB Endow., 2013)

Encoding Relation Requirements for Relation Extraction via Joint Inference. - Liwei Chen; Yansong Feng 002; Songfang Huang; Yong Qin 001; Dongyan Zhao 001 (ACL (1), 2014)

Efficient Subgraph Skyline Search Over Large Graphs. - Weiguo Zheng; Lei Zou 001; Xiang Lian 001; Liang Hong; Dongyan Zhao 001 (CIKM, 2014)

Answering Natural Language Questions via Phrasal Semantic Parsing. - Kun Xu 005; Yansong Feng 002; Dongyan Zhao 001 (CLEF (Working Notes), 2014)

gst-Store: An Engine for Large RDF Graph Integrating Spatiotemporal Information. - Dong Wang; Lei Zou 001; Dongyan Zhao 001 (EDBT, 2014)

Joint Inference for Knowledge Base Population. - Liwei Chen; Yansong Feng 002; Jinghui Mo; Songfang Huang; Dongyan Zhao 001 (EMNLP, 2014)

Community-based matrix factorization for scalable music recommendation on smartphones. - Jinghui Mo; Yansong Feng 002; Aixia Jia; Songfang Huang; Yong Qin 001; Dongyan Zhao 001 (ICME, 2014)

A Robust Audio Similarity Estimation Method for Audio Alignment in Mobile Karaoke Apps. - Jinghui Mo; Yansong Feng 002; Dongyan Zhao 001 (ICMR, 2014)

Detect Missing Attributes for Entities in Knowledge Bases via Hierarchical Clustering. - Bingfeng Luo; Huanquan Lu; Yigang Diao; Yansong Feng 002; Dongyan Zhao 001 (NLPCC, 2014)

Answering Natural Language Questions via Phrasal Semantic Parsing. - Kun Xu 005; Sheng Zhang 012; Yansong Feng 002; Dongyan Zhao 001 (NLPCC, 2014)

Using Conditional Functional Dependency to Discover Abnormal Data in RDF Graphs. - Binbin He; Lei Zou 001; Dongyan Zhao 001 (SWIM, 2014)

Natural language question answering over RDF: a graph data driven approach. - Lei Zou 001; Ruizhe Huang; Haixun Wang; Jeffrey Xu Yu; Wenqiang He; Dongyan Zhao 001 (SIGMOD Conference, 2014)

Holistic Subgraph Search over Large Graphs. - Peng Peng 001; Lei Zou 001; Dong Wang; Dongyan Zhao 001 (WAIM, 2014)

Processing SPARQL Queries Over Linked Data-A Distributed Graph-based Approach. - Peng Peng 001; Lei Zou 001; M. Tamer Özsu; Lei Chen 002; Dongyan Zhao 001 (CoRR, 2014)

Efficient processing of label-constraint reachability queries in large graphs. - Lei Zou 001; Kun Xu 005; Jeffrey Xu Yu; Lei Chen 002; Yanghua Xiao; Dongyan Zhao 001 (Inf. Syst., 2014)

SQBC: An efficient subgraph matching method over large and dense graphs. - Weiguo Zheng; Lei Zou 001; Xiang Lian 001; Huaming Zhang; Wei Wang 339; Dongyan Zhao 001 (Inf. Sci., 2014)

gStore: a graph-based SPARQL query engine. - Lei Zou 001; M. Tamer Özsu; Lei Chen 002; Xuchuan Shen; Ruizhe Huang; Dongyan Zhao 001 (VLDB J., 2014)

What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions. - Kun Xu 005; Sheng Zhang 012; Yansong Feng 002; Songfang Huang; Dongyan Zhao 001 (AAAI, 2015)

Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases. - Sheng Zhang 012; Yansong Feng 002; Songfang Huang; Kun Xu 005; Zhe Han; Dongyan Zhao 001 (ACL (2), 2015)

Knowledge Base Completion Using Matrix Factorization. - Wenqiang He; Yansong Feng 002; Lei Zou 001; Dongyan Zhao 001 (APWeb, 2015)

On the Marriage of SPARQL and Keywords. - Peng Peng 001; Lei Zou 001; Dongyan Zhao 001 (APWeb, 2015)

Question Answering via Phrasal Semantic Parsing. - Kun Xu 005; Yansong Feng 002; Songfang Huang; Dongyan Zhao 001 (CLEF, 2015)

Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling. - Kun Xu 005; Yansong Feng 002; Songfang Huang; Dongyan Zhao 001 (EMNLP, 2015)

A graph-based RDF triple store. - Xuchuan Shen; Lei Zou 001; M. Tamer Özsu; Lei Chen 002; Youhuan Li; Shuo Han 010; Dongyan Zhao 001 (ICDE, 2015)

Taxonomy Induction and Taxonomy-based Recommendations for Online Courses. - Shuo Yang; Yansong Feng 002; Lei Zou 001; Aixia Jia; Dongyan Zhao 001 (JCDL, 2015)

Improving Knowledge Base Completion by Incorporating Implicit Information. - Wenqiang He; Yansong Feng 002; Dongyan Zhao 001 (JIST, 2015)

How to Build Templates for RDF Question/Answering: An Uncertain Graph Similarity Join Approach. - Weiguo Zheng; Lei Zou 001; Xiang Lian 001; Jeffrey Xu Yu; Shaoxu Song; Dongyan Zhao 001 (SIGMOD Conference, 2015)

WIP Event Detection System in TAC KBP 2015 Event Nugget Track. - Bingfeng Luo; Honghui Yang; Ying Zeng; Yansong Feng 002; Dongyan Zhao 001 (TAC, 2015)

PKUICST at TREC 2015 Microblog Track: Query-biased Adaptive Filtering in Real-time Microblog Stream. - Feifan Fan; Yue Fei; Chao Lv; Lili Yao; Jianwu Yang; Dongyan Zhao 001 (TREC, 2015)

An overview of kernel alignment and its applications. - Tinghua Wang; Dongyan Zhao 001; Shengfeng Tian (Artif. Intell. Rev., 2015)

Top-k queries on RDF graphs. - Dong Wang; Lei Zou 001; Dongyan Zhao 001 (Inf. Sci., 2015)

Efficient Graph Similarity Search Over Large Graph Databases. - Weiguo Zheng; Lei Zou 001; Xiang Lian 001; Dong Wang; Dongyan Zhao 001 (IEEE Trans. Knowl. Data Eng., 2015)

Question Answering on Freebase via Relation Extraction and Textual Evidence. - Kun Xu 005; Siva Reddy; Yansong Feng 002; Songfang Huang; Dongyan Zhao 001 (ACL (1), 2016)

Detecting Synonymous Predicates from Online Encyclopedia with Rich Features. - Zhe Han; Yansong Feng 002; Dongyan Zhao 001 (AIRS, 2016)

Adaptive Evolutionary Filtering in Real-Time Twitter Stream. - Feifan Fan; Yansong Feng 002; Lili Yao; Dongyan Zhao 001 (CIKM, 2016)

Hybrid Question Answering over Knowledge Base and Free Text. - Kun Xu 005; Yansong Feng 002; Songfang Huang; Dongyan Zhao 001 (COLING, 2016)

Query Workload-based RDF Graph Fragmentation and Allocation. - Peng Peng 001; Lei Zou 001; Lei Chen 002; Dongyan Zhao 001 (EDBT, 2016)

Real-time Filtering on Interest Profiles in Twitter Stream. - Yue Fei; Chao Lv; Yansong Feng 002; Dongyan Zhao 001 (JCDL, 2016)

Leveraging Tweet Ranking in an Optimization Frameworkfor Tweet Timeline Generation. - Lili Yao; Feifan Fan; Yansong Feng 002; Dongyan Zhao 001 (JCDL, 2016)

TDSS: A New Word Sense Representation Framework for Information Retrieval. - Liwei Chen; Yansong Feng 002; Dongyan Zhao 001 (NLPCC/ICCPOL, 2016)

Transition-Based Discourse Parsing with Multilayer Stack Long Short Term Memory. - Yanyan Jia; Yansong Feng 002; Bingfeng Luo; Yuan Ye 001; Tianyang Liu; Dongyan Zhao 001 (NLPCC/ICCPOL, 2016)

Open Domain Question Answering System Based on Knowledge Base. - Yuxuan Lai; Yang Lin; Jiahao Chen; Yansong Feng 002; Dongyan Zhao 001 (NLPCC/ICCPOL, 2016)

Improving First Order Temporal Fact Extraction with Unreliable Data. - Bingfeng Luo; Yansong Feng 002; Zheng Wang 001; Dongyan Zhao 001 (NLPCC/ICCPOL, 2016)

Purchase Prediction via Machine Learning in Mobile Commerce. - Chao Lv; Yansong Feng 002; Dongyan Zhao 001 (NLPCC/ICCPOL, 2016)

Improving Collaborative Filtering with Long-Short Interest Model. - Chao Lv; Lili Yao; Yansong Feng 002; Dongyan Zhao 001 (NLPCC/ICCPOL, 2016)

Overview of Baidu Cup 2016: Challenge on Entity Search. - Ke Sun 005; Tingting Li; Shiqi Zhao; Yajuan Lv; Yansong Feng 002; Xiaojun Wan 001; Dongyan Zhao 001 (NLPCC/ICCPOL, 2016)

A Convolution BiLSTM Neural Network Model for Chinese Event Extraction. - Ying Zeng; Honghui Yang; Yansong Feng 002; Zheng Wang 001; Dongyan Zhao 001 (NLPCC/ICCPOL, 2016)

Multi-choice Question Answering System of WIP at the NTIR-12 QA Lab-2. - Bingfeng Luo; Yuxuan Lai; Lili Yao; Yansong Feng 002; Dongyan Zhao 001 (NTCIR, 2016)

WIP Event Detection System at TAC KBP 2016 Event Nugget Track. - Ying Zeng; Bingfeng Luo; Yansong Feng 002; Dongyan Zhao 001 (TAC, 2016)

PKUICST at TREC 2016 Real-Time Summarization Track: Push Notifications and Email Digest. - Lili Yao; Chao Lv; Feifan Fan; Jianwu Yang; Dongyan Zhao 001 (TREC, 2016)

Computing Longest Increasing Subsequence Over Sequential Data Streams. - Youhuan Li; Lei Zou 001; Huaming Zhang; Dongyan Zhao 001 (CoRR, 2016)

Two are Better than One: An Ensemble of Retrieval- and Generation-Based Dialog Systems. - Yiping Song; Rui Yan 001; Xiang Li 065; Dongyan Zhao 001; Ming Zhang 004 (CoRR, 2016)

Enhancing Freebase Question Answering Using Textual Evidence. - Kun Xu 005; Yansong Feng 002; Siva Reddy; Songfang Huang; Dongyan Zhao 001 (CoRR, 2016)

Computing Longest Increasing Subsequences over Sequential Data Streams. - Youhuan Li; Lei Zou 001; Huaming Zhang; Dongyan Zhao 001 (Proc. VLDB Endow., 2016)

Semantic SPARQL Similarity Search Over RDF Knowledge Graphs. - Weiguo Zheng; Lei Zou 001; Wei Peng 013; Xifeng Yan; Shaoxu Song; Dongyan Zhao 001 (Proc. VLDB Endow., 2016)

Online Subgraph Skyline Analysis over Knowledge Graphs. - Weiguo Zheng; Xiang Lian 001; Lei Zou 001; Liang Hong; Dongyan Zhao 001 (IEEE Trans. Knowl. Data Eng., 2016)

Processing SPARQL queries over distributed RDF graphs. - Peng Peng 001; Lei Zou 001; M. Tamer Özsu; Lei Chen 002; Dongyan Zhao 001 (VLDB J., 2016)

Answering subgraph queries over massive disk resident graphs. - Peng Peng 001; Lei Zou 001; Lei Chen 002; Xuemin Lin 001; Dongyan Zhao 001 (World Wide Web, 2016)

Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix. - Bingfeng Luo; Yansong Feng 002; Zheng Wang 001; Zhanxing Zhu; Songfang Huang; Rui Yan 001; Dongyan Zhao 001 (ACL (1), 2017)

How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models. - Zhiliang Tian; Rui Yan 001; Lili Mou; Yiping Song; Yansong Feng 002; Dongyan Zhao 001 (ACL (2), 2017)

Keyword Search on RDF Graphs - A Query Graph Assembly Approach. - Shuo Han 010; Lei Zou 001; Jeffrey Xu Yu; Dongyan Zhao 001 (CIKM, 2017)

Learning to Predict Charges for Criminal Cases with Legal Basis. - Bingfeng Luo; Yansong Feng 002; Jianbo Xu; Xiang Zhang; Dongyan Zhao 001 (EMNLP, 2017)

Towards Implicit Content-Introducing for Generative Short-Text Conversation Systems. - Lili Yao; Yaoyuan Zhang; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2017)

Diversifying Neural Conversation Model with Maximal Marginal Relevance. - Yiping Song; Zhiliang Tian; Dongyan Zhao 001; Ming Zhang 004; Rui Yan 001 (IJCNLP(2), 2017)

A Chinese Question Answering System for Single-Relation Factoid Questions. - Yuxuan Lai; Yanyan Jia; Yang Lin; Yansong Feng 002; Dongyan Zhao 001 (NLPCC, 2017)

Joint Learning of Response Ranking and Next Utterance Suggestion in Human-Computer Conversation System. - Rui Yan 001; Dongyan Zhao 001; Weinan E (SIGIR, 2017)

WIP Event Detection System at TAC KBP 2017 Event Nugget Track. - Ying Zeng; Yansong Feng 002; Dongyan Zhao 001 (TAC, 2017)

PKUICST at TREC 2017 Real-Time Summarization Track: Push Notifications and Email Digest. - Jizhi Tang; Chao Lv; Lili Yao; Dongyan Zhao 001 (TREC, 2017)

LiverWiki: a wiki-based database for human liver. - Tao Chen 005; Mansheng Li; Qiang He 001; Lei Zou 001; Youhuan Li; Cheng Chang; Dongyan Zhao 001; Yunping Zhu (BMC Bioinform., 2017)

A Constrained Sequence-to-Sequence Neural Model for Sentence Simplification. - Yaoyuan Zhang; Zhenxu Ye; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2017)

g st -store: Querying Large Spatiotemporal RDF Graphs. - Dong Wang; Lei Zou 001; Dongyan Zhao 001 (Data Inf. Manag., 2017)

Efficient SimRank-Based Similarity Join. - Weiguo Zheng; Lei Zou 001; Lei Chen 002; Dongyan Zhao 001 (ACM Trans. Database Syst., 2017)

Style Transfer in Text: Exploration and Evaluation. - Zhenxin Fu; Xiaoye Tan; Nanyun Peng 001; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2018)

Towards a Neural Conversation Model With Diversity Net Using Determinantal Point Processes. - Yiping Song; Rui Yan 001; Yansong Feng 002; Yaoyuan Zhang; Dongyan Zhao 001; Ming Zhang 004 (AAAI, 2018)

RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems. - Chongyang Tao; Lili Mou; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2018)

Scale Up Event Extraction Learning via Automatic Training Data Generation. - Ying Zeng; Yansong Feng 002; Rong Ma; Zheng Wang 001; Rui Yan 001; Chongde Shi; Dongyan Zhao 001 (AAAI, 2018)

Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding. - Bingfeng Luo; Yansong Feng 002; Zheng Wang 001; Songfang Huang; Rui Yan 001; Dongyan Zhao 001 (ACL (1), 2018)

Modeling discourse cohesion for discourse parsing via memory network. - Yanyan Jia; Yuan Ye 001; Yansong Feng 002; Yuxuan Lai; Rui Yan 001; Dongyan Zhao 001 (ACL (2), 2018)

Multi-query Optimization in Federated RDF Systems. - Peng Peng 001; Lei Zou 001; M. Tamer Özsu; Dongyan Zhao 001 (DASFAA (1), 2018)

Iterative Document Representation Learning Towards Summarization with Polishing. - Xiuying Chen; Shen Gao; Chongyang Tao; Yan Song 003; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2018)

Multi-grained Attention Network for Aspect-Level Sentiment Classification. - Feifan Fan; Yansong Feng 002; Dongyan Zhao 001 (EMNLP, 2018)

Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training. - Juntao Li; Yan Song 003; Haisong Zhang; Dongmin Chen; Shuming Shi 001; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2018)

Answering Natural Language Questions by Subgraph Matching over Knowledge Graphs (Extended Abstract). - Sen Hu; Lei Zou 001; Jeffrey Xu Yu; Haixun Wang; Dongyan Zhao 001 (ICDE, 2018)

Aspect-based Question Generation. - Wenpeng Hu; Bing Liu 001; Jinwen Ma; Dongyan Zhao 001; Rui Yan 001 (ICLR (Workshop), 2018)

Learning to Converse with Noisy Data: Generation with Calibration. - Mingyue Shang; Zhenxin Fu; Nanyun Peng 001; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2018)

An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems. - Yiping Song; Cheng-Te Li; Jian-Yun Nie; Ming Zhang 004; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2018)

Get The Point of My Utterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism. - Chongyang Tao; Shen Gao; Mingyue Shang; Wei Wu 014; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2018)

One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning. - Xiaowei Tong; Zhenxin Fu; Mingyue Shang; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2018)

Smarter Response with Proactive Suggestion: A New Generative Neural Conversation Paradigm. - Rui Yan 001; Dongyan Zhao 001 (IJCAI, 2018)

Coupled Context Modeling for Deep Chit-Chat: Towards Conversations between Human and Computer. - Rui Yan 001; Dongyan Zhao 001 (KDD, 2018)

When Less Is More: Using Less Context Information to Generate Better Utterances in Group Conversations. - Haisong Zhang; Zhangming Chan; Yan Song 003; Dongyan Zhao 001; Rui Yan 001 (NLPCC (1), 2018)

A NeuRetrieval Model for Human-Computer Conversations. - Rui Yan 001; Dongyan Zhao 001 (WWW (Companion Volume), 2018)

Encoding implicit relation requirements for relation extraction: A joint inference approach. - Liwei Chen; Yansong Feng 002; Songfang Huang; Bingfeng Luo; Dongyan Zhao 001 (Artif. Intell., 2018)

Improving Matching Models with Contextualized Word Representations for Multi-turn Response Selection in Retrieval-based Chatbots. - Chongyang Tao; Wei Wu 014; Can Xu; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2018)

Chat More If You Like: Dynamic Cue Words Planning to Flow Longer Conversations. - Lili Yao; Ruijian Xu; Chao Li; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2018)

Using partial evaluation in holistic subgraph search. - Peng Peng 001; Lei Zou 001; Zhenqin Du; Dongyan Zhao 001 (Frontiers Comput. Sci., 2018)

Improved Discourse Parsing with Two-Step Neural Transition-Based Model. - Yanyan Jia; Yansong Feng 002; Yuan Ye 001; Chao Lv; Chongde Shi; Dongyan Zhao 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018)

Answering Natural Language Questions by Subgraph Matching over Knowledge Graphs. - Sen Hu; Lei Zou 001; Jeffrey Xu Yu; Haixun Wang; Dongyan Zhao 001 (IEEE Trans. Knowl. Data Eng., 2018)

Longest Increasing Subsequence Computation over Streaming Sequences. - Youhuan Li; Lei Zou 001; Huaming Zhang; Dongyan Zhao 001 (IEEE Trans. Knowl. Data Eng., 2018)

Abstractive Text Summarization by Incorporating Reader Comments. - Shen Gao; Xiuying Chen; Piji Li; Zhaochun Ren; Lidong Bing; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2019)

Lattice CNNs for Matching Based Chinese Question Answering. - Yuxuan Lai; Yansong Feng 002; Xiaohan Yu 005; Zheng Wang 001; Kun Xu 005; Dongyan Zhao 001 (AAAI, 2019)

Learning to Write Stories with Thematic Consistency and Wording Novelty. - Juntao Li; Lidong Bing; Lisong Qiu; Dongmin Chen; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2019)

Insufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation. - Juntao Li; Lisong Qiu; Bo Tang 016; Dongmin Chen; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2019)

Find a Reasonable Ending for Stories: Does Logic Relation Help the Story Cloze Test? - Mingyue Shang; Zhenxin Fu; Hongzhi Yin; Bo Tang 016; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2019)

Plan-and-Write: Towards Better Automatic Storytelling. - Lili Yao; Nanyun Peng 001; Ralph M. Weischedel; Kevin Knight; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2019)

Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems. - Jiazhan Feng; Chongyang Tao; Wei Wu 014; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (ACL (1), 2019)

Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References. - Lisong Qiu; Juntao Li; Wei Bi; Dongyan Zhao 001; Rui Yan 001 (ACL (1), 2019)

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 014; Can Xu; Wenpeng Hu; Dongyan Zhao 001; Rui Yan 001 (ACL (1), 2019)

Query-bag Matching with Mutual Coverage for Information-seeking Conversations in E-commerce. - Zhenxin Fu; Feng Ji; Wenpeng Hu; Wei Zhou; Dongyan Zhao 001; Haiqing Chen; Rui Yan 001 (CIKM, 2019)

Towards Effective and Interpretable Person-Job Fitting. - Ran Le; Wenpeng Hu; Yang Song 021; Tao Zhang 070; Dongyan Zhao 001; Rui Yan 001 (CIKM, 2019)

Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation. - Zhangming Chan; Xiuying Chen; Yongliang Wang; Juntao Li; Zhiqiang Zhang 011; Kun Gai; Dongyan Zhao 001; Rui Yan 001 (EMNLP/IJCNLP (1), 2019)

Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders. - Zhangming Chan; Juntao Li; Xiaopeng Yang 002; Xiuying Chen; Wenpeng Hu; Dongyan Zhao 001; Rui Yan 001 (EMNLP/IJCNLP (1), 2019)

How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing. - Shen Gao; Xiuying Chen; Piji Li; Zhangming Chan; Dongyan Zhao 001; Rui Yan 001 (EMNLP/IJCNLP (1), 2019)

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 001; Rui Yan 001 (EMNLP/IJCNLP (1), 2019)

Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems. - Jia Li 012; Chongyang Tao; Wei Wu 014; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (EMNLP/IJCNLP (1), 2019)

Semi-supervised Text Style Transfer: Cross Projection in Latent Space. - Mingyue Shang; Piji Li; Zhenxin Fu; Lidong Bing; Dongyan Zhao 001; Shuming Shi 001; Rui Yan 001 (EMNLP/IJCNLP (1), 2019)

Learning to Update Knowledge Graphs by Reading News. - Jizhi Tang; Yansong Feng 002; Dongyan Zhao 001 (EMNLP/IJCNLP (1), 2019)

Jointly Learning Entity and Relation Representations for Entity Alignment. - Yuting Wu; Xiao Liu 032; Yansong Feng 002; Zheng Wang 001; Dongyan Zhao 001 (EMNLP/IJCNLP (1), 2019)

Time Constrained Continuous Subgraph Search Over Streaming Graphs. - Youhuan Li; Lei Zou 001; M. Tamer Özsu; Dongyan Zhao 001 (ICDE, 2019)

Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation. - Wenpeng Hu; Zhou Lin; Bing Liu 001; Chongyang Tao; Zhengwei Tao; Jinwen Ma; Dongyan Zhao 001; Rui Yan 001 (ICLR (Poster), 2019)

Learning towards Abstractive Timeline Summarization. - Xiuying Chen; Zhangming Chan; Shen Gao; Meng-Hsuan Yu; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2019)

GSN: A Graph-Structured Network for Multi-Party Dialogues. - Wenpeng Hu; Zhangming Chan; Bing Liu 001; Dongyan Zhao 001; Jinwen Ma; Rui Yan 001 (IJCAI, 2019)

Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs. - Yuting Wu; Xiao Liu 032; Yansong Feng 002; Zheng Wang 001; Rui Yan 001; Dongyan Zhao 001 (IJCAI, 2019)

A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. - Xueliang Zhao; Chongyang Tao; Wei Wu 014; Can Xu; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2019)

Interview Choice Reveals Your Preference on the Market: To Improve Job-Resume Matching through Profiling Memories. - Rui Yan 001; Ran Le; Yang Song 021; Tao Zhang 070; Xiangliang Zhang 001; Dongyan Zhao 001 (KDD, 2019)

A Sketch-Based System for Semantic Parsing. - Zechang Li; Yuxuan Lai; Yuxi Xie; Yansong Feng 002; Dongyan Zhao 001 (NLPCC (2), 2019)

Evaluating and Enhancing the Robustness of Retrieval-Based Dialogue Systems with Adversarial Examples. - Jia Li 012; Chongyang Tao; Nanyun Peng 001; Wei Wu 014; Dongyan Zhao 001; Rui Yan 001 (NLPCC (1), 2019)

Evidence Distilling for Fact Extraction and Verification. - Yang Lin; Pengyu Huang; Yuxuan Lai; Yansong Feng 002; Dongyan Zhao 001 (NLPCC (1), 2019)

Explainable AI: A Brief Survey on History, Research Areas, Approaches and Challenges. - Feiyu Xu 001; Hans Uszkoreit; Yangzhou Du; Wei Fan; Dongyan Zhao 001; Jun Zhu 001 (NLPCC (2), 2019)

Boosting Variational Generative Model via Condition Enhancing and Lexical-Editing. - Zhengwei Tao; Waiman Si; Juntao Li; Dongyan Zhao 001; Rui Yan 001 (PRICAI (1), 2019)

Product-Aware Answer Generation in E-Commerce Question-Answering. - Shen Gao; Zhaochun Ren; Yihong Eric Zhao; Dongyan Zhao 001; Dawei Yin; Rui Yan 001 (WSDM, 2019)

Multi-Representation Fusion Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. - Chongyang Tao; Wei Wu 014; Can Xu; Wenpeng Hu; Dongyan Zhao 001; Rui Yan 001 (WSDM, 2019)

Multilingual Dialogue Generation with Shared-Private Memory. - Chen Chen; Lisong Qiu; Zhenxin Fu; Dongyan Zhao 001; Junfei Liu; Rui Yan 001 (CoRR, 2019)

RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search. - Xiuying Chen; Daorui Xiao; Shen Gao; Guojun Liu; Wei Lin; Bo Zheng; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2019)

Transformation of Dense and Sparse Text Representations. - Wenpeng Hu; Mengyu Wang 002; Bing Liu 001; Feng Ji; Haiqing Chen; Dongyan Zhao 001; Jinwen Ma; Rui Yan 001 (CoRR, 2019)

Special Issue on Semantic Technology. - Ryutaro Ichise; Stephen H. Muggleton; Kouji Kozaki; Freddy Lécué; Dongyan Zhao 001; Takahiro Kawamura (New Gener. Comput., 2019)

Adaptive Distributed RDF Graph Fragmentation and Allocation based on Query Workload. - Peng Peng 001; Lei Zou 001; Lei Chen 002; Dongyan Zhao 001 (IEEE Trans. Knowl. Data Eng., 2019)

Integrating Relation Constraints with Neural Relation Extractors. - Yuan Ye 001; Yansong Feng 002; Bingfeng Luo; Yuxuan Lai; Dongyan Zhao 001 (AAAI, 2020)

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 001; Rui Yan 001 (AAAI, 2020)

Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce. - Juntao Li; Chang Liu 076; Jian Wang; Lidong Bing; Hongsong Li; Xiaozhong Liu; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2020)

A Character-Centric Neural Model for Automated Story Generation. - Danyang Liu; Juntao Li; Meng-Hsuan Yu; Ziming Huang; Gongshen Liu; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2020)

Learning Sense Representation from Word Representation for Unsupervised Word Sense Disambiguation (Student Abstract). - Jie Wang; Zhenxin Fu; Moxin Li; Haisong Zhang; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2020)

Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder. - Meng-Hsuan Yu; Juntao Li; Danyang Liu; Bo Tang 016; Haisong Zhang; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2020)

Neighborhood Matching Network for Entity Alignment. - Yuting Wu; Xiao Liu 032; Yansong Feng 002; Zheng Wang 001; Dongyan Zhao 001 (ACL, 2020)

Query-to-Session Matching: Do NOT Forget History and Future during Response Selection for Multi-Turn Dialogue Systems. - Zhenxin Fu; Shaobo Cui 001; Feng Ji; Ji Zhang 011; Haiqing Chen; Dongyan Zhao 001; Rui Yan 001 (CIKM, 2020)

Combining Impression Feature Representation for Multi-turn Conversational Question Answering. - Shaoling Jing; Shibo Hong; Dongyan Zhao 001; Haihua Xie; Zhi Tang 001 (CNCL, 2020)

Plan-CVAE: A Planning-Based Conditional Variational Autoencoder for Story Generation. - Lin Wang; Juntao Li; Dongyan Zhao 001; Rui Yan 001 (CNCL, 2020)

A Novel Joint Framework for Multiple Chinese Events Extraction. - Nuo Xu; Haihua Xie; Dongyan Zhao 001 (CNCL, 2020)

Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence Modeling. - Wenpeng Hu; Ran Le; Bing Liu 001; Jinwen Ma; Dongyan Zhao 001; Rui Yan 001 (COLING, 2020)

Transformation of Dense and Sparse Text Representations. - Wenpeng Hu; Mengyu Wang 002; Bing Liu 001; Feng Ji; Jinwen Ma; Dongyan Zhao 001 (COLING, 2020)

Selection and Generation: Learning towards Multi-Product Advertisement Post Generation. - Zhangming Chan; Yuchi Zhang; Xiuying Chen; Shen Gao; Zhiqiang Zhang 011; Dongyan Zhao 001; Rui Yan 001 (EMNLP (1), 2020)

VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles. - Mingzhe Li 001; Xiuying Chen; Shen Gao; Zhangming Chan; Dongyan Zhao 001; Rui Yan 001 (EMNLP (1), 2020)

Understanding Procedural Text using Interactive Entity Networks. - Jizhi Tang; Yansong Feng 002; Dongyan Zhao 001 (EMNLP (1), 2020)

Towards Context-Aware Code Comment Generation. - Xiaohan Yu 005; Quzhe Huang; Zheng Wang 001; Yansong Feng 002; Dongyan Zhao 001 (EMNLP (Findings), 2020)

Knowledge-Grounded Dialogue Generation with Pre-trained Language Models. - Xueliang Zhao; Wei Wu 014; Can Xu; Chongyang Tao; Dongyan Zhao 001; Rui Yan 001 (EMNLP (1), 2020)

Low-Resource Knowledge-Grounded Dialogue Generation. - Xueliang Zhao; Wei Wu 014; Chongyang Tao; Can Xu; Dongyan Zhao 001; Rui Yan 001 (ICLR, 2020)

From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information. - Shen Gao; Xiuying Chen; Zhaochun Ren; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2020)

Domain Adaptation for Semantic Parsing. - Zechang Li; Yuxuan Lai; Yansong Feng 002; Dongyan Zhao 001 (IJCAI, 2020)

Context-to-Session Matching: Utilizing Whole Session for Response Selection in Information-Seeking Dialogue Systems. - Zhenxin Fu; Shaobo Cui 001; Mingyue Shang; Feng Ji; Dongyan Zhao 001; Haiqing Chen; Rui Yan 001 (KDD, 2020)

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 001; Rui Yan 001 (SIGIR, 2020)

What If Bots Feel Moods? - Lisong Qiu; Yingwai Shiu; Pingping Lin; Ruihua Song; Yue Liu; Dongyan Zhao 001; Rui Yan 001 (SIGIR, 2020)

Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection. - Chongyang Tao; Wei Wu 014; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (SIGIR, 2020)

Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog. - Shen Gao; Xiuying Chen; Chang Liu 076; Li Liu; Dongyan Zhao 001; Rui Yan 001 (WWW, 2020)

Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension. - Xiuying Chen; Zhi Cui; Jiayi Zhang; Chen Wei; Jianwei Cui 002; Bin Wang 004; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2021)

Predictive Adversarial Learning from Positive and Unlabeled Data. - Wenpeng Hu; Ran Le; Bing Liu 001; Feng Ji; Jinwen Ma; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2021)

The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement. - Mingzhe Li 001; Xiuying Chen; Min Yang 007; Shen Gao; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2021)

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 001; Rui Yan 001 (AAAI, 2021)

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 001; Dongyan Zhao 001 (AAAI, 2021)

Enhancing the Open-Domain Dialogue Evaluation in Latent Space. - Zhangming Chan; Lemao Liu; Juntao Li; Haisong Zhang; Dongyan Zhao 001; Shuming Shi 001; Rui Yan 001 (ACL/IJCNLP (Findings), 2021)

Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation. - Xiuying Chen; Hind Alamro; Mingzhe Li 001; Shen Gao; Xiangliang Zhang 001; Dongyan Zhao 001; Rui Yan 001 (ACL/IJCNLP (1), 2021)

BioGen: Generating Biography Summary under Table Guidance on Wikipedia. - Shen Gao; Xiuying Chen; Chang Liu 076; Dongyan Zhao 001; Rui Yan 001 (ACL/IJCNLP (Findings), 2021)

Exploring Distantly-Labeled Rationales in Neural Network Models. - Quzhe Huang; Shengqi Zhu 002; Yansong Feng 002; Dongyan Zhao 001 (ACL/IJCNLP (1), 2021)

Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction. - Quzhe Huang; Shengqi Zhu 002; Yansong Feng 002; Yuan Ye 001; Yuxuan Lai; Dongyan Zhao 001 (ACL/IJCNLP (2), 2021)

Why Machine Reading Comprehension Models Learn Shortcuts? - Yuxuan Lai; Chen Zhang 019; Yansong Feng 002; Quzhe Huang; Dongyan Zhao 001 (ACL/IJCNLP (Findings), 2021)

Dynamic Curriculum Learning with Co-training for Medical Dialogue Generation. - Qingqing Zhu; Zhouxing Tan; Jiaxin Duan; Pengfei Wu 003; Dongyan Zhao 001; Junfei Liu (BIBM, 2021)

Knowledge Distillation with Metric Learning for Medical Dialogue Generation. - Qingqing Zhu; Pengfei Wu 003; Zhouxing Tan; Jiaxin Duan; Dongyan Zhao 001; Junfei Liu (BIBM, 2021)

Bidirectional Distillation for Multi-Guidance Medical Dialogue Generation. - Qingqing Zhu; Pengfei Wu 003; Xiwei Wang; Dongyan Zhao 001; Junfei Liu (BIBM, 2021)

Integrating Manifold Knowledge for Global Entity Linking with Heterogeneous Graphs. - Zhibin Chen 003; Yuting Wu; Yansong Feng 002; Dongyan Zhao 001 (CCKS, 2021)

A Hybrid Model for Chinese Confusable Words Distinguishing in Proofreading. - Luozheng Li; Peipei Song; Dan Zhang; Dongyan Zhao 001 (CLSW (1), 2021)

Extract, Integrate, Compete: Towards Verification Style Reading Comprehension. - Chen Zhang 019; Yuxuan Lai; Yansong Feng 002; Dongyan Zhao 001 (EMNLP (Findings), 2021)

Combining Curriculum Learning and Knowledge Distillation for Dialogue Generation. - Qingqing Zhu; Xiuying Chen; Pengfei Wu 003; Junfei Liu; Dongyan Zhao 001 (EMNLP (Findings), 2021)

Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models. - Yuxuan Lai; Yijia Liu; Yansong Feng 002; Songfang Huang; Dongyan Zhao 001 (NAACL-HLT, 2021)

Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis. - Xiao Liu 032; Da Yin; Yansong Feng 002; Yuting Wu; Dongyan Zhao 001 (NAACL-HLT, 2021)

Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study. - Chongyang Tao; Shen Gao; Juntao Li; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (NAACL-HLT, 2021)

Stylized Dialogue Generation with Multi-Pass Dual Learning. - Jinpeng Li 003; Yingce Xia; Rui Yan 001; Hongda Sun 001; Dongyan Zhao 001; Tie-Yan Liu (NeurIPS, 2021)

BNS: Building Network Structures Dynamically for Continual Learning. - Qi Qin; Wenpeng Hu; Han Peng; Dongyan Zhao 001; Bing Liu 001 (NeurIPS, 2021)

Sentence Ordering by Context-Enhanced Pairwise Comparison. - Haowei Du; Jizhi Tang; Dongyan Zhao 001 (NLPCC (1), 2021)

Background Semantic Information Improves Verbal Metaphor Identification. - Wentao Qin; Dongyan Zhao 001 (NLPCC (2), 2021)

Enhancing Model Robustness via Lexical Distilling. - Wentao Qin; Dongyan Zhao 001 (NLPCC (2), 2021)

Multilingual COVID-QA: Learning towards Global Information Sharing via Web Question Answering in Multiple Languages. - Rui Yan 001; Weiheng Liao; Jianwei Cui 002; Hailei Zhang; Yichuan Hu; Dongyan Zhao 001 (WWW, 2021)

How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution. - Mingfei Guo; Xiuying Chen; Juntao Li; Dongyan Zhao 001; Rui Yan 001 (WWW (Companion Volume), 2021)

A review of deep learning in question answering over knowledge bases. - Chen Zhang 019; Yuxuan Lai; Yansong Feng 002; Dongyan Zhao 001 (AI Open, 2021)

Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots. - Juntao Li; Chang Liu 076; Chongyang Tao; Zhangming Chan; Dongyan Zhao 001; Min Zhang 005; Rui Yan 001 (CoRR, 2021)

A New Word Mining Method Based on Fast-text Model. - Luozheng Li; Peipei Song; Dan Zhang; Dongyan Zhao 001 (Int. J. Asian Lang. Process., 2021)

Optimizing Multi-Query Evaluation in Federated RDF Systems. - Peng Peng 001; Qi Ge; Lei Zou 001; M. Tamer Özsu; Zhiwei Xu; Dongyan Zhao 001 (IEEE Trans. Knowl. Data Eng., 2021)

Learning to Respond with Your Favorite Stickers: A Framework of Unifying Multi-Modality and User Preference in Multi-Turn Dialog. - Shen Gao; Xiuying Chen; Li Liu; Dongyan Zhao 001; Rui Yan 001 (ACM Trans. Inf. Syst., 2021)

Meaningful Answer Generation of E-Commerce Question-Answering. - Shen Gao; Xiuying Chen; Zhaochun Ren; Dongyan Zhao 001; Rui Yan 001 (ACM Trans. Inf. Syst., 2021)

Dialogue History Matters! Personalized Response Selection in Multi-Turn Retrieval-Based Chatbots. - Juntao Li; Chang Liu 076; Chongyang Tao; Zhangming Chan; Dongyan Zhao 001; Min Zhang 005; Rui Yan 001 (ACM Trans. Inf. Syst., 2021)

Response Ranking with Multi-types of Deep Interactive Representations in Retrieval-based Dialogues. - Ruijian Xu; Chongyang Tao; Jiazhan Feng; Wei Wu 014; Rui Yan 001; Dongyan Zhao 001 (ACM Trans. Inf. Syst., 2021)

Multi-Response Awareness for Retrieval-Based Conversations: Respond with Diversity via Dynamic Representation Learning. - Rui Yan 001; Weiheng Liao; Dongyan Zhao 001; Ji-Rong Wen (ACM Trans. Inf. Syst., 2021)

Adaptive Orthogonal Projection for Batch and Online Continual Learning. - Yiduo Guo; Wenpeng Hu; Dongyan Zhao 001; Bing Liu 001 (AAAI, 2022)

ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation. - Chang Liu 076; Xu Tan 003; Chongyang Tao; Zhenxin Fu; Dongyan Zhao 001; Tie-Yan Liu; Rui Yan 001 (ACL (1), 2022)

Things not Written in Text: Exploring Spatial Commonsense from Visual Signals. - Xiao Liu 032; Da Yin; Yansong Feng 002; Dongyan Zhao 001 (ACL (1), 2022)

Entailment Graph Learning with Textual Entailment and Soft Transitivity. - Zhibin Chen 003; Yansong Feng 002; Dongyan Zhao 001 (ACL (1), 2022)

Finding the Dominant Winning Ticket in Pre-Trained Language Models. - Zhuocheng Gong; Di He 001; Yelong Shen; Tie-Yan Liu; Weizhu Chen; Dongyan Zhao 001; Ji-Rong Wen; Rui Yan 001 (ACL (Findings), 2022)

Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED. - Quzhe Huang; Shibo Hao; Yuan Ye 001; Shengqi Zhu 002; Yansong Feng 002; Dongyan Zhao 001 (ACL (1), 2022)

Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation. - Mingzhe Li 001; Xiexiong Lin; Xiuying Chen; Jinxiong Chang; Qishen Zhang; Feng Wang; Taifeng Wang; Zhongyi Liu; Wei Chu; Dongyan Zhao 001; Rui Yan 001 (ACL (1), 2022)

Multi-Granularity Structural Knowledge Distillation for Language Model Compression. - Chang Liu 076; Chongyang Tao; Jiazhan Feng; Dongyan Zhao 001 (ACL (1), 2022)

Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations. - Jiazhan Feng; Chongyang Tao; Zhen Li 048; Chang Liu 076; Tao Shen 001; Dongyan Zhao 001 (COLING, 2022)

Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario. - Xiao Liu 032; Yansong Feng 002; Jizhi Tang; Chengang Hu; Dongyan Zhao 001 (EMNLP, 2022)

Do Charge Prediction Models Learn Legal Theory? - Zhenwei An; Quzhe Huang; Cong Jiang; Yansong Feng 002; Dongyan Zhao 001 (EMNLP (Findings), 2022)

Neural Machine Translation with Contrastive Translation Memories. - Xin Cheng 002; Shen Gao; Lemao Liu; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2022)

How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection. - Jiazhan Feng; Chongyang Tao; Chang Liu 076; Rui Yan 001; Dongyan Zhao 001 (EMNLP (Findings), 2022)

Summarizing Procedural Text: Data and Approach. - Shen Gao; Haotong Zhang 001; Xiuying Chen; Rui Yan 001; Dongyan Zhao 001 (EMNLP (Findings), 2022)

GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval. - Jiduan Liu; Jiahao Liu; Yang Yang 129; Jingang Wang; Wei Wu 014; Dongyan Zhao 001; Rui Yan 001 (EMNLP (Findings), 2022)

Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook. - Chang Liu 076; Chongyang Tao; Jianxin Liang; Tao Shen 001; Jiazhan Feng; Quzhe Huang; Dongyan Zhao 001 (EMNLP, 2022)

SMASH: Improving SMAll Language Models' Few-SHot Ability with Prompt-Based Distillation. - Yueqian Wang; Chang Liu 076; Kai Chen; Xi Wang; Dongyan Zhao 001 (EMNLP (Findings), 2022)

Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure. - Xueliang Zhao; Lemao Liu; Tingchen Fu; Shuming Shi 001; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2022)

Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation. - Xueliang Zhao; Yuxuan Wang 004; Chongyang Tao; Chenshuo Wang; Dongyan Zhao 001 (EMNLP (Findings), 2022)

Online Continual Learning through Mutual Information Maximization. - Yiduo Guo; Bing Liu 001; Dongyan Zhao 001 (ICML, 2022)

Learning to Express in Knowledge-Grounded Conversation. - Xueliang Zhao; Tingchen Fu; Chongyang Tao; Wei Wu 014; Dongyan Zhao 001; Rui Yan 001 (NAACL-HLT, 2022)

Knowledge-Enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering. - Haowei Du; Quzhe Huang; Chen Zhang 019; Dongyan Zhao 001 (NLPCC (1), 2022)

Training Two-Stage Knowledge-Grounded Dialogues with Attention Feedback. - Zhen Li 048; Jiazhan Feng; Chongyang Tao; Dongyan Zhao 001 (NLPCC (1), 2022)

Retrieval, Selection and Writing: A Three-Stage Knowledge Grounded Storytelling Model. - Wentao Qin; Dongyan Zhao 001 (NLPCC (1), 2022)

Overview of the NLPCC 2022 Shared Task: Multi-modal Dialogue Understanding and Generation. - Yuxuan Wang 004; Xueliang Zhao; Dongyan Zhao 001 (NLPCC (2), 2022)

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 001; Rui Yan 001 (WSDM, 2022)

GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Passage Retrieval. - Jiduan Liu; Jiahao Liu; Yang Yang 129; Jingang Wang; Wei Wu 014; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2022)

Adam: Dense Retrieval Distillation with Adaptive Dark Examples. - Chang Liu 076; Chongyang Tao; Xiubo Geng; Tao Shen 001; Dongyan Zhao 001; Can Xu; Binxing Jiao; Daxin Jiang (CoRR, 2022)

Space-Efficient Subgraph Search Over Streaming Graph With Timing Order Constraint. - Youhuan Li; Lei Zou 001; M. Tamer Özsu; Dongyan Zhao 001 (IEEE Trans. Knowl. Data Eng., 2022)

Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction. - Hejing Cao; Dongyan Zhao 001 (ACL (Findings), 2023)

From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation. - Zhibin Chen 003; Yansong Feng 002; Dongyan Zhao 001 (ACL (1), 2023)

Decouple knowledge from paramters for plug-and-play language modeling. - Xin Cheng 002; Yankai Lin; Xiuying Chen; Dongyan Zhao 001; Rui Yan 001 (ACL (Findings), 2023)

Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents. - Haowei Du; Yansong Feng 002; Chen Li; Yang Li; Yunshi Lan; Dongyan Zhao 001 (ACL (Findings), 2023)

MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation. - Jiazhan Feng; Qingfeng Sun; Can Xu; Pu Zhao 004; Yaming Yang 001; Chongyang Tao; Dongyan Zhao 001; Qingwei Lin (ACL (1), 2023)

Dialogue Summarization with Static-Dynamic Structure Fusion Graph. - Shen Gao; Xin Cheng 002; Mingzhe Li 001; Xiuying Chen; Jinpeng Li 003; Dongyan Zhao 001; Rui Yan 001 (ACL (1), 2023)

PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models. - Zhuocheng Gong; Jiahao Liu; Qifan Wang 001; Yang Yang 129; Jingang Wang; Wei Wu 014; Yunsen Xian; Dongyan Zhao 001; Rui Yan 001 (ACL (Findings), 2023)

Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast. - Yiduo Guo; Yaobo Liang; Dongyan Zhao 001; Bing Liu 001; Nan Duan (ACL (1), 2023)

More than Classification: A Unified Framework for Event Temporal Relation Extraction. - Quzhe Huang; Yutong Hu 002; Shengqi Zhu 002; Yansong Feng 002; Chang Liu 076; Dongyan Zhao 001 (ACL (1), 2023)

FAA: Fine-grained Attention Alignment for Cascade Document Ranking. - Zhen Li 048; Chongyang Tao; Jiazhan Feng; Tao Shen 001; Dongyan Zhao 001; Xiubo Geng; Daxin Jiang (ACL (1), 2023)

Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination. - Jianxin Liang; Chang Liu 076; Chongyang Tao; Jiazhan Feng; Dongyan Zhao 001 (ACL (Findings), 2023)

RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank. - Jiduan Liu; Jiahao Liu; Qifan Wang 001; Jingang Wang; Wei Wu 014; Yunsen Xian; Dongyan Zhao 001; Kai Chen; Rui Yan 001 (ACL (1), 2023)

The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code. - Xiao Liu 032; Da Yin; Chen Zhang 019; Yansong Feng 002; Dongyan Zhao 001 (ACL (Findings), 2023)

Class-Incremental Learning based on Label Generation. - Yijia Shao; Yiduo Guo; Dongyan Zhao 001; Bing Liu 001 (ACL (2), 2023)

Smart Word Suggestions for Writing Assistance. - Chenshuo Wang; Shaoguang Mao; Tao Ge 001; Wenshan Wu; Xun Wang 012; Yan Xia 005; Jonathan Tien; Dongyan Zhao 001 (ACL (Findings), 2023)

Rethinking Dictionaries and Glyphs for Chinese Language Pre-training. - Yuxuan Wang 004; Jianghui Wang; Dongyan Zhao 001; Zilong Zheng (ACL (Findings), 2023)

VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions. - Yuxuan Wang 004; Zilong Zheng; Xueliang Zhao; Jinpeng Li 003; Yueqian Wang; Dongyan Zhao 001 (ACL (1), 2023)

Align-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment. - Yuting Wu; Yutong Hu 002; Yansong Feng 002; Tianyi Li; Mark Steedman; Dongyan Zhao 001 (ACL (Findings), 2023)

How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension. - Chen Zhang 019; Jiuheng Lin; Xiao Liu 032; Yuxuan Lai; Yansong Feng 002; Dongyan Zhao 001 (ACL (Findings), 2023)

Dealing with Cross-Task Class Discrimination in Online Continual Learning. - Yiduo Guo; Bing Liu 001; Dongyan Zhao 001 (CVPR, 2023)

An Intra-Class Relation Guided Approach for Code Comment Generation. - Zhenni Wang; Xiaohan Yu 005; Yansong Feng 002; Dongyan Zhao 001 (EACL (Findings), 2023)

Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension. - Chen Zhang 019; Yuxuan Lai; Yansong Feng 002; Xingyu Shen; Haowei Du; Dongyan Zhao 001 (EACL (Findings), 2023)

Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation. - Jinpeng Li 003; Zekai Zhang; Xiuying Chen; Dongyan Zhao 001; Rui Yan 001 (EMNLP (Findings), 2023)

Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning. - Chang Liu 076; Chongyang Tao; Jianxin Liang; Jiazhan Feng; Tao Shen 001; Quzhe Huang; Dongyan Zhao 001 (EMNLP (Findings), 2023)

Relation-Aware Question Answering for Heterogeneous Knowledge Graphs. - Haowei Du; Quzhe Huang; Chen Li; Chen Zhang 019; Yang Li; Dongyan Zhao 001 (EMNLP (Findings), 2023)

Multi-Granularity Information Interaction Framework for Incomplete Utterance Rewriting. - Haowei Du; Dinghao Zhang; Chen Li; Yang Li; Dongyan Zhao 001 (EMNLP (Findings), 2023)

Improving Input-label Mapping with Demonstration Replay for In-context Learning. - Zhuocheng Gong; Jiahao Liu; Qifan Wang 001; Jingang Wang; Xunliang Cai; Dongyan Zhao 001; Rui Yan 001 (EMNLP (Findings), 2023)

From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction. - Quzhe Huang; Yanxi Zhang; Dongyan Zhao 001 (EMNLP (Findings), 2023)

Learning Dynamic Representations for Discourse Dependency Parsing. - Tianyi Liu; Yansong Feng 002; Dongyan Zhao 001 (EMNLP (Findings), 2023)

Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression. - Jiduan Liu; Jiahao Liu; Qifan Wang 001; Jingang Wang; Xunliang Cai; Dongyan Zhao 001; Ran Wang; Rui Yan 001 (EMNLP (Findings), 2023)

Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study. - Mingxu Tao; Yansong Feng 002; Dongyan Zhao 001 (ICLR, 2023)

Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory. - Xin Cheng 002; Di Luo; Xiuying Chen; Lemao Liu; Dongyan Zhao 001; Rui Yan 001 (NeurIPS, 2023)

A Frustratingly Easy Improvement for Position Embeddings via Random Padding. - Mingxu Tao; Yansong Feng 002; Dongyan Zhao 001 (NLPCC (2), 2023)

Overview of the NLPCC 2023 Shared Task 10: Learn to Watch TV: Multimodal Dialogue Understanding and Response Generation. - Yueqian Wang; Yuxuan Wang 004; Dongyan Zhao 001 (NLPCC (3), 2023)

Dimension-Prompts Boost Commonsense Consolidation. - Jiazhan Feng; Chongyang Tao; Tao Shen 001; Chang Liu 076; Dongyan Zhao 001 (SIGIR, 2023)

EZInterviewer: To Improve Job Interview Performance with Mock Interview Generator. - Mingzhe Li 001; Xiuying Chen; Weiheng Liao; Yang Song 021; Tao Zhang 070; Dongyan Zhao 001; Rui Yan 001 (WSDM, 2023)

Learning Disentangled Representation via Domain Adaptation for Dialogue Summarization. - Jinpeng Li 003; Yingce Xia; Xin Cheng 002; Dongyan Zhao 001; Rui Yan 001 (WWW, 2023)

Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order. - Xiuying Chen; Mingzhe Li 001; Shen Gao; Zhangming Chan; Dongyan Zhao 001; Xin Gao 001; Xiangliang Zhang 001; Rui Yan 001 (CoRR, 2023)

Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately. - Xin Cheng 002; Shen Gao; Yuchi Zhang; Yongliang Wang; Xiuying Chen; Mingzhe Li 001; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2023)

Learning to Program with Natural Language. - Yiduo Guo; Yaobo Liang; Chenfei Wu; Wenshan Wu; Dongyan Zhao 001; Nan Duan (CoRR, 2023)

Knowledge Refinement via Interaction Between Search Engines and Large Language Models. - Jiazhan Feng; Chongyang Tao; Xiubo Geng; Tao Shen 001; Can Xu; Guodong Long; Dongyan Zhao 001; Daxin Jiang (CoRR, 2023)

Shuo Wen Jie Zi: Rethinking Dictionaries and Glyphs for Chinese Language Pre-training. - Yuxuan Wang 004; Jianghui Wang; Dongyan Zhao 001; Zilong Zheng (CoRR, 2023)

MoviePuzzle: Visual Narrative Reasoning through Multimodal Order Learning. - Jianghui Wang; Yuxuan Wang 004; Dongyan Zhao 001; Zilong Zheng (CoRR, 2023)

CharacterChat: Learning towards Conversational AI with Personalized Social Support. - Quan Tu; Chuanqi Chen; Jinpeng Li 003; Yanran Li; Shuo Shang; Dongyan Zhao 001; Ran Wang; Rui Yan 001 (CoRR, 2023)

Teaching Text-to-Image Models to Communicate. - Xiaowen Sun; Jiazhan Feng; Yuxuan Wang 004; Yuxuan Lai; Xingyu Shen; Dongyan Zhao 001 (CoRR, 2023)

Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression. - Jiduan Liu; Jiahao Liu; Qifan Wang 001; Jingang Wang; Xunliang Cai; Dongyan Zhao 001; Ran Lucien Wang; Rui Yan 001 (CoRR, 2023)

Language Models can be Logical Solvers. - Jiazhan Feng; Ruochen Xu; Junheng Hao; Hiteshi Sharma; Yelong Shen; Dongyan Zhao 001; Weizhu Chen (CoRR, 2023)

A Step Closer to Comprehensive Answers: Constrained Multi-Stage Question Decomposition with Large Language Models. - Hejing Cao; Zhenwei An; Jiazhan Feng; Kun Xu 005; Liwei Chen; Dongyan Zhao 001 (CoRR, 2023)

Follow the Timeline! Generating an Abstractive and Extractive Timeline Summary in Chronological Order. - Xiuying Chen; Mingzhe Li 001; Shen Gao; Zhangming Chan; Dongyan Zhao 001; Xin Gao 001; Xiangliang Zhang 001; Rui Yan 001 (ACM Trans. Inf. Syst., 2023)

A Trend of AI Conference Convergence in Similarity: An Empirical Study Through Trans-Temporal Heterogeneous Graph. - Shen Gao; Haotong Zhang 001; Xiuying Chen; Chongyang Tao; Dongyan Zhao 001; Rui Yan 001 (IEEE Trans. Knowl. Data Eng., 2023)

Learning Multi-turn Response Selection in Grounded Dialogues with Reinforced Knowledge and Context Distillation. - Jiazhan Feng; Chongyang Tao; Xueliang Zhao; Dongyan Zhao 001 (ACM Trans. Inf. Syst., 2023)

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 001; Rui Yan 001 (AAAI, 2024)

Your Career Path Matters in Person-Job Fit. - Zhuocheng Gong; Yang Song 021; Tao Zhang 070; Ji-Rong Wen; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2024)

STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering. - Yueqian Wang; Yuxuan Wang 004; Kai Chen; Dongyan Zhao 001 (AAAI, 2024)

SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. - Xin Cheng 002; Xun Wang 012; Tao Ge 001; Si-Qing Chen; Furu Wei; Dongyan Zhao 001; Rui Yan 001 (ACL (Findings), 2024)

Bi-Directional Multi-Granularity Generation Framework for Knowledge Graph-to-Text with Large Language Model. - Haowei Du; Chen Li; Dinghao Zhang; Dongyan Zhao 001 (ACL (Short Papers), 2024)

Synergistic Interplay between Search and Large Language Models for Information Retrieval. - Jiazhan Feng; Chongyang Tao; Xiubo Geng; Tao Shen 001; Can Xu; Guodong Long; Dongyan Zhao 001; Daxin Jiang (ACL (1), 2024)

Graph-Structured Speculative Decoding. - Zhuocheng Gong; Jiahao Liu; Ziyue Wang; Pengfei Wu 006; Jingang Wang; Xunliang Cai; Dongyan Zhao 001; Rui Yan 001 (ACL (Findings), 2024)

Large Language Models Can Learn Representation in Natural Language. - Yiduo Guo; Yaobo Liang; Dongyan Zhao 001; Nan Duan (ACL (Findings), 2024)

PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion. - Yiduo Guo; Zekai Zhang; Yaobo Liang; Dongyan Zhao 001; Nan Duan (ACL (Findings), 2024)

Multilingual Generation in Abstractive Summarization: A Comparative Study. - Jinpeng Li 003; Jiaze Chen; Huadong Chen; Dongyan Zhao 001; Rui Yan 001 (LREC/COLING, 2024)

Probing Multimodal Large Language Models for Global and Local Semantic Representations. - Mingxu Tao; Quzhe Huang; Kun Xu 005; Liwei Chen; Yansong Feng 002; Dongyan Zhao 001 (LREC/COLING, 2024)

Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules. - Zhuocheng Gong; Ang Lv; Jian Guan 002; Wei Wu 014; Huishuai Zhang; Minlie Huang; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2024)

Learning to Plan by Updating Natural Language. - Yiduo Guo; Yaobo Liang; Chenfei Wu; Wenshan Wu; Dongyan Zhao 001; Nan Duan (EMNLP (Findings), 2024)

Unlocking the Potential of Model Merging for Low-Resource Languages. - Mingxu Tao; Chen Zhang 020; Quzhe Huang; Tianyao Ma; Songfang Huang; Dongyan Zhao 001; Yansong Feng 002 (EMNLP (Findings), 2024)

Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge. - Yuxuan Wang 004; Yueqian Wang; Pengfei Wu 003; Jianxin Liang; Dongyan Zhao 001; Yang Liu; Zilong Zheng (EMNLP, 2024)

PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion. - Zekai Zhang; Yiduo Guo; Yaobo Liang; Dongyan Zhao 001; Nan Duan (EMNLP (Findings), 2024)

Language Models can be Deductive Solvers. - Jiazhan Feng; Ruochen Xu; Junheng Hao; Hiteshi Sharma; Yelong Shen; Dongyan Zhao 001; Weizhu Chen (NAACL-HLT (Findings), 2024)

xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token. - Xin Cheng 002; Xun Wang 012; Xingxing Zhang 002; Tao Ge 001; Si-Qing Chen; Furu Wei; Huishuai Zhang; Dongyan Zhao 001 (NeurIPS, 2024)

Learning to Generate Style-Specific Adapters for Stylized Dialogue Generation. - Jinpeng Li 003; Yuhan Chen 001; Pengfei Wu 003; Yingce Xia; Shufang Xie 003; Dongyan Zhao 001; Rui Yan 001 (NLPCC (1), 2024)

FIRP: Faster LLM Inference via Future Intermediate Representation Prediction. - Pengfei Wu 006; Jiahao Liu; Zhuocheng Gong; Qifan Wang 001; Jinpeng Li 003; Jingang Wang; Xunliang Cai; Dongyan Zhao 001 (NLPCC (3), 2024)

Disentangled Representations for Continual Learning: Overcoming Forgetting and Facilitating Knowledge Transfer. - Zhaopeng Xu; Qi Qin; Bing Liu 001; Dongyan Zhao 001 (ECML/PKDD (4), 2024)

LSTP: Language-guided Spatial-Temporal Prompt Learning for Long-form Video-Text Understanding. - Yuxuan Wang 004; Yueqian Wang; Pengfei Wu 006; Jianxin Liang; Dongyan Zhao 001; Zilong Zheng (CoRR, 2024)

Probing Multimodal Large Language Models for Global and Local Semantic Representation. - Mingxu Tao; Quzhe Huang; Kun Xu 005; Liwei Chen; Yansong Feng 002; Dongyan Zhao 001 (CoRR, 2024)

What Makes Quantization for Large Language Models Hard? An Empirical Study from the Lens of Perturbation. - Zhuocheng Gong; Jiahao Liu; Jingang Wang; Xunliang Cai; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2024)

HawkEye: Training Video-Text LLMs for Grounding Text in Videos. - Yueqian Wang; Xiaojun Meng; Jianxin Liang; Yuxuan Wang 004; Qun Liu 001; Dongyan Zhao 001 (CoRR, 2024)

StyleChat: Learning Recitation-Augmented Memory in LLMs for Stylized Dialogue Generation. - Jinpeng Li 003; Zekai Zhang; Quan Tu; Xin Cheng 002; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2024)

Parallel Decoding via Hidden Transfer for Lossless Large Language Model Acceleration. - Pengfei Wu 006; Jiahao Liu; Zhuocheng Gong; Qifan Wang 001; Jinpeng Li 003; Jingang Wang; Xunliang Cai; Dongyan Zhao 001 (CoRR, 2024)

Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers. - Xin Cheng 002; Xiuying Chen; Shuqi Li; Di Luo; Xun Wang 012; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2024)

Efficient Continual Pre-training by Mitigating the Stability Gap. - Yiduo Guo; Jie Fu; Huishuai Zhang; Dongyan Zhao 001; Yikang Shen (CoRR, 2024)

VideoHallucer: Evaluating Intrinsic and Extrinsic Hallucinations in Large Video-Language Models. - Yuxuan Wang 004; Yueqian Wang; Dongyan Zhao 001; Cihang Xie; Zilong Zheng (CoRR, 2024)

Unlocking the Potential of Model Merging for Low-Resource Languages. - Mingxu Tao; Chen Zhang 019; Quzhe Huang; Tianyao Ma; Songfang Huang; Dongyan Zhao 001; Yansong Feng 002 (CoRR, 2024)

Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules. - Zhuocheng Gong; Ang Lv; Jian Guan 002; Junxi Yan; Wei Wu 014; Huishuai Zhang; Minlie Huang; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2024)

End-to-End Video Question Answering with Frame Scoring Mechanisms and Adaptive Sampling. - Jianxin Liang; Xiaojun Meng; Yueqian Wang; Chang Liu 076; Qun Liu 001; Dongyan Zhao 001 (CoRR, 2024)

Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering. - Haowei Du; Dongyan Zhao 001 (CoRR, 2024)

In-Context Learning with Reinforcement Learning for Incomplete Utterance Rewriting. - Haowei Du; Dongyan Zhao 001 (CoRR, 2024)

Evidence-Enhanced Triplet Generation Framework for Hallucination Alleviation in Generative Question Answering. - Haowei Du; Huishuai Zhang; Dongyan Zhao 001 (CoRR, 2024)

ReMamba: Equip Mamba with Effective Long-Sequence Modeling. - Danlong Yuan; Jiahao Liu; Bei Li; Huishuai Zhang; Jingang Wang; Xunliang Cai; Dongyan Zhao 001 (CoRR, 2024)

Understanding Multimodal Hallucination with Parameter-Free Representation Alignment. - Yueqian Wang; Jianxin Liang; Yuxuan Wang 004; Huishuai Zhang; Dongyan Zhao 001 (CoRR, 2024)

VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format. - Yueqian Wang; Xiaojun Meng; Yuxuan Wang 004; Jianxin Liang; Jiansheng Wei; Huishuai Zhang; Dongyan Zhao 001 (CoRR, 2024)

Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding. - Yueqian Wang; Xiaojun Meng; Yuxuan Wang 004; Jianxin Liang; Qun Liu 001; Dongyan Zhao 001 (AAAI, 2025)

Efficient Domain Continual pretraining by Mitigating the Stability Gap. - Yiduo Guo; Jie Fu; Huishuai Zhang; Dongyan Zhao 001 (ACL (1), 2025)

EpiCoDe: Boosting Model Performance Beyond Training with Extrapolation and Contrastive Decoding. - Mingxu Tao; Jie Hu; Mingchuan Yang; Yunhuai Liu; Dongyan Zhao 001; Yansong Feng 002 (ACL (Findings), 2025)

QAEval: Mixture of Evaluators for Question-Answering Task Evaluation. - Tan Yue; Rui Mao 010; Xuzhao Shi; Shuo Zhan; Zuhao Yang; Dongyan Zhao 001 (ACL (1), 2025)

Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering. - Mingxu Tao; Dongyan Zhao 001; Yansong Feng 002 (COLING, 2025)

E-Bench: Towards Evaluating the Ease-of-Use of Large Language Models. - Zhenyu Zhang; Bingguang Hao; Jinpeng Li 003; Zekai Zhang; Dongyan Zhao 001 (COLING, 2025)

OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts. - Yuxuan Wang 004; Yueqian Wang; Bo Chen; Tong Wu; Dongyan Zhao 001; Zilong Zheng (CVPR, 2025)

Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework. - Xiaoxi Sun; Jinpeng Li 003; Yan Zhong; Dongyan Zhao 001; Rui Yan 001 (ICASSP, 2025)

Understanding Visual Detail Hallucinations of Large Vision-Language Models. - Xiaoxi Sun; Jianxin Liang; Yueqian Wang; Huishuai Zhang; Dongyan Zhao 001 (IJCAI, 2025)

ReasVQA: Advancing VideoQA with Imperfect Reasoning Process. - Jianxin Liang; Xiaojun Meng; Huishuai Zhang; Yueqian Wang; Jiansheng Wei; Dongyan Zhao 001 (NAACL (Long Papers), 2025)

RetriEVAL: Evaluating Text Generation with Contextualized Lexical Match. - Zhen Li 048; Xinchi Li; Chongyang Tao; Jiazhan Feng; Tao Shen 001; Can Xu; Hao Wang 132; Dongyan Zhao 001; Shuai Ma 001 (WSDM, 2025)

A Modified OMP for Multiple Reflection Wave Elimination in Layered Similar Media Parameter Estimation Using GPR Data. - Tian Lan 002; Shuo Zhao; Dongyan Zhao 001; Xiaopeng Yang 002; Da Yin; Yemen Yin; Chenghao Wang; Junchao Wang (IEEE Trans. Geosci. Remote. Sens., 2025)

Stick to Facts: Towards Fidelity-oriented Product Description Generation. - Zhangming Chan; Xiuying Chen; Yongliang Wang; Juntao Li; Zhiqiang Zhang 011; Kun Gai; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2025)

Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes. - Zhuocheng Gong; Jian Guan 002; Wei Wu 014; Huishuai Zhang; Dongyan Zhao 001 (CoRR, 2025)

AC-Reason: Towards Theory-Guided Actual Causality Reasoning with Large Language Models. - Yanxi Zhang; Xin Cong; Zhong Zhang 004; Xiao Liu 032; Dongyan Zhao 001; Yesai Wu (CoRR, 2025)

Efficient RL Training for Reasoning Models via Length-Aware Optimization. - Danlong Yuan; Tian Xie; Shaohan Huang; Zhuocheng Gong; Huishuai Zhang; Chong Luo; Furu Wei; Dongyan Zhao 001 (CoRR, 2025)

ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models. - Yueqian Wang; Xiaojun Meng; Yifan Wang; Huishuai Zhang; Dongyan Zhao 001 (CoRR, 2025)

Beyond Isolated Facts: Synthesizing Narrative and Grounded Supervision for VideoQA. - Jianxin Liang; Tan Yue; Yuxuan Wang 004; Yueqian Wang; Zhihan Yin; Huishuai Zhang; Dongyan Zhao 001 (CoRR, 2025)