| 2026 | AAAI | From Single to Societal: Analyzing Persona-Induced Bias in Multi-Agent Interactions. | Jiayi Li, Xiao Liu, Yansong Feng |
| 2026 | ACL | CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts. | Jiuheng Lin, Cong Jiang, Zirui Wu, Jiarui Sun, Yansong Feng |
| 2026 | ACL | D²Plan: Dual-Agent Dynamic Global Planning for Complex Retrieval-Augmented Reasoning. | Kangcheng Luo, Tinglang Wu, Yansong Feng |
| 2026 | ACL | Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion. | Chen Zhang, Jiuheng Lin, Zhiyuan Liao, Yansong Feng |
| 2026 | EuroCrypt | Better Bounds for Finding Fixed-Degree Isogenies via Coppersmith's Method. | Marius A. Aardal, Diego F. Aranha, Yansong Feng, Yiming Gao, Yanbin Pan |
| 2025 | ACISP | Improving RSA Cryptanalysis: Combining Continued Fractions and Coppersmith's Techniques. | Mengce Zheng, Yansong Feng, Abderrahmane Nitaj, Yanbin Pan |
| 2025 | ACL | Cross-Lingual Transfer of Cultural Knowledge: An Asymmetric Phenomenon. | Chen Zhang, Zhiyuan Liao, Yansong Feng |
| 2025 | ACL | MiLiC-Eval: Benchmarking Multilingual LLMs for China's Minority Languages. | Chen Zhang, Mingxu Tao, Zhiyuan Liao, Yansong Feng |
| 2025 | ACL | Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation. | Kangcheng Luo, Quzhe Huang, Cong Jiang, Yansong Feng |
| 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 | Read it in Two Steps: Translating Extremely Low-Resource Languages with Code-Augmented Grammar Books. | Chen Zhang, Jiuheng Lin, Xiao Liu, Zekai Zhang, Yansong Feng |
| 2025 | COLING | Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering. | Mingxu Tao, Dongyan Zhao, Yansong Feng |
| 2025 | CRYPTO | Computing Asymptotic Bounds for Small Roots in Coppersmith's Method via Sumset Theory. | Yansong Feng, Hengyi Luo, Qiyuan Chen, Abderrahmane Nitaj, Yanbin Pan |
| 2025 | EMNLP | How Much Do Large Language Models Know about Human Motion? A Case Study in 3D Avatar Control. | Kunhang Li, Jason Naradowsky, Yansong Feng, Yusuke Miyao |
| 2025 | EMNLP | JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning. | Huanghai Liu, Quzhe Huang, Qingjing Chen, Yiran Hu, Jiayu Ma, Yun Liu, Weixing Shen, Yansong Feng |
| 2025 | EMNLP | Recipe2Plan: Evaluating Planning Abilities of LLMs for Efficient and Feasible Multitasking with Time Constraints Between Actions. | Zirui Wu, Xiao Liu, Jiayi Li, Lingpeng Kong, Yansong Feng |
| 2024 | ACL | ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice. | Yutong Hu, Kangcheng Luo, Yansong Feng |
| 2024 | ACL | Teaching Large Language Models an Unseen Language on the Fly. | Chen Zhang, Xiao Liu, Jiuheng Lin, Yansong Feng |
| 2024 | ACL | Harder Task Needs More Experts: Dynamic Routing in MoE Models. | Quzhe Huang, Zhenwei An, Nan Zhuang, Mingxu Tao, Chen Zhang, Yang Jin, Kun Xu, Liwei Chen, Songfang Huang, Yansong Feng |
| 2024 | ACL | Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data. | Xiao Liu, Zirui Wu, Xueqing Wu, Pan Lu, Kai-Wei Chang, Yansong Feng |
| 2024 | ACL | MC²: Towards Transparent and Culturally-Aware NLP for Minority Languages in China. | Chen Zhang, Mingxu Tao, Quzhe Huang, Jiuheng Lin, Zhibin Chen, Yansong Feng |
| 2024 | COLING | Motion Generation from Fine-grained Textual Descriptions. | Kunhang Li, Yansong Feng |
| 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 | Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering. | Jiuheng Lin, Yuxuan Lai, Yansong Feng |
| 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 | ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context. | Zirui Wu, Yansong Feng |
| 2024 | ICLR | Can Perplexity Reflect Large Language Model's Ability in Long Text Understanding? | Yutong Hu, Quzhe Huang, Mingxu Tao, Chen Zhang, Yansong Feng |
| 2024 | ICLR | Can LLMs Learn a New Language on the Fly? A Case Study on Zhuang. | Chen Zhang, Mingxu Tao, Quzhe Huang, Zhibin Chen, Yansong Feng |
| 2024 | ISSAC | Embedding Integer Lattices as Ideals into Polynomial Rings. | Yihang Cheng, Yansong Feng, Yanbin Pan |
| 2024 | NAACL | CASA: Causality-driven Argument Sufficiency Assessment. | Xiao Liu, Yansong Feng, Kai-Wei Chang |
| 2023 | ACL | From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation. | Zhibin Chen, Yansong Feng, Dongyan Zhao |
| 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 | 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 | 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 | 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 | EACL | UnifEE: Unified Evidence Extraction for Fact Verification. | Nan Hu, Zirui Wu, Yuxuan Lai, Chen Zhang, Yansong Feng |
| 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 | DiNeR: A Large Realistic Dataset for Evaluating Compositional Generalization. | Chengang Hu, Xiao Liu, Yansong Feng |
| 2023 | EMNLP | Learning Dynamic Representations for Discourse Dependency Parsing. | Tianyi Liu, Yansong Feng, Dongyan Zhao |
| 2023 | EMNLP | Enhancing Structured Evidence Extraction for Fact Verification. | Zirui Wu, Nan Hu, Yansong Feng |
| 2023 | ICLR | Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study. | Mingxu Tao, Yansong Feng, Dongyan Zhao |
| 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 | 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 | 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 | NAACL | Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables. | Nan Hu, Zirui Wu, Yuxuan Lai, Xiao Liu, Yansong Feng |
| 2022 | NAACL | Improve Discourse Dependency Parsing with Contextualized Representations. | Yifei Zhou, Yansong Feng |
| 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 | 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 |
| 2020 | AAAI | Integrating Relation Constraints with Neural Relation Extractors. | Yuan Ye, Yansong Feng, Bingfeng Luo, Yuxuan Lai, Dongyan Zhao |
| 2020 | AAAI | Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment. | Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu |
| 2020 | ACL | Semantic Graphs for Generating Deep Questions. | Liangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan |
| 2020 | ACL | Neighborhood Matching Network for Entity Alignment. | Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Dongyan Zhao |
| 2020 | COLING | Exploring Question-Specific Rewards for Generating Deep Questions. | Yuxi Xie, Liangming Pan, Dongzhe Wang, Min-Yen Kan, Yansong Feng |
| 2020 | ECAI | Simplifying Graph Attention Networks with Source-Target Separation. | Hantao Guo, Rui Yan, Yansong Feng, Xuesong Gao, Zhanxing Zhu |
| 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 | IJCAI | Domain Adaptation for Semantic Parsing. | Zechang Li, Yuxuan Lai, Yansong Feng, Dongyan Zhao |
| 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 | Lattice CNNs for Matching Based Chinese Question Answering. | Yuxuan Lai, Yansong Feng, Xiaohan Yu, Zheng Wang, Kun Xu, Dongyan Zhao |
| 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 | Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network. | Kun Xu, Liwei Wang, Mo Yu, Yansong Feng, Yan Song, Zhiguo Wang, Dong Yu |
| 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 | Easy First Relation Extraction with Information Redundancy. | Shuai Ma, Gang Wang, Yansong Feng, Jinpeng Huai |
| 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 | EMNLP | Generating Classical Chinese Poems from Vernacular Chinese. | Zhichao Yang, Pengshan Cai, Yansong Feng, Fei Li, Weijiang Feng, Elena Suet-Ying Chiu, Hong Yu |
| 2019 | IJCAI | Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs. | Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Rui Yan, Dongyan Zhao |
| 2019 | NAACL | Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering. | Kun Xu, Yuxuan Lai, Yansong Feng, Zhiguo Wang |
| 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 | 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 | CCS | Yet Another Text Captcha Solver: A Generative Adversarial Network Based Approach. | Guixin Ye, Zhanyong Tang, Dingyi Fang, Zhanxing Zhu, Yansong Feng, Pengfei Xu, Xiaojiang Chen, Zheng Wang |
| 2018 | CoNEXT | Proteus: network-aware web browsing on heterogeneous mobile systems. | Jie Ren, Xiaoming Wang, Jianbin Fang, Yansong Feng, Dongxiao Zhu, Zhunchen Luo, Jie Zheng, Zheng Wang |
| 2018 | EMNLP | Multi-grained Attention Network for Aspect-Level Sentiment Classification. | Feifan Fan, Yansong Feng, Dongyan Zhao |
| 2018 | EMNLP | SQL-to-Text Generation with Graph-to-Sequence Model. | Kun Xu, Lingfei Wu, Zhiguo Wang, Yansong Feng, Vadim Sheinin |
| 2018 | IJCAI | Learning to Converse with Noisy Data: Generation with Calibration. | Mingyue Shang, Zhenxin Fu, Nanyun Peng, Yansong Feng, Dongyan Zhao, Rui Yan |
| 2018 | ISPA | To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference. | Qing Qin, Jie Ren, Jialong Yu, Hai Wang, Ling Gao, Jie Zheng, Yansong Feng, Jianbin Fang, Zheng Wang |
| 2018 | NAACL | Natural Answer Generation with Heterogeneous Memory. | Yao Fu, Yansong Feng |
| 2017 | AAAI | Learning Knowledge Representation Across Knowledge Graphs. | Pengshan Cai, Wei Li, Yansong Feng, Yuanzhuo Wang, Yantao Jia |
| 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 | 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 | WWW | Coarse to Fine: Diffusing Categories in Wikipedia. | Pengshan Cai, Yansong Feng, Yantao Jia, Yuanzhuo Wang, Xiaolong Jin, Xueqi Cheng |
| 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 |
| 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 | EMNLP | Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling. | Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao |
| 2014 | ACL | Encoding Relation Requirements for Relation Extraction via Joint Inference. | Liwei Chen, Yansong Feng, Songfang Huang, Yong Qin, Dongyan Zhao |
| 2014 | EMNLP | Joint Inference for Knowledge Base Population. | Liwei Chen, Yansong Feng, Jinghui Mo, Songfang Huang, 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 | WISE | Taxonomy Based Personalized News Recommendation: Novelty and Diversity. | Junyang Rao, Aixia Jia, Yansong Feng, 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 |
| 2010 | ACL | How Many Words Is a Picture Worth? Automatic Caption Generation for News Images. | Yansong Feng, Mirella Lapata |
| 2010 | EMNLP | Title Generation with Quasi-Synchronous Grammar. | Kristian Woodsend, Yansong Feng, Mirella Lapata |
| 2010 | NAACL | Visual Information in Semantic Representation. | Yansong Feng, Mirella Lapata |
| 2010 | NAACL | Topic Models for Image Annotation and Text Illustration. | Yansong Feng, Mirella Lapata |
| 2008 | ACL | Automatic Image Annotation Using Auxiliary Text Information. | Yansong Feng, Mirella Lapata |
| 2006 | ICPR | A Novel Fingerprint Matching Scheme Based on Local Structure Compatibility. | Yansong Feng, Jufu Feng, Xiaoguang Chen, Zhen Song |