Capture Commonsense Knowledge for Sentiment Analysis. - Hongming Zhang 009; Zhaoyu Liu; Yangqiu Song (BigComp, 2018)

A Distributed Solution for Winograd Schema Challenge. - Hongming Zhang 009; Yangqiu Song (ICMLC, 2018)

Scalable Multiplex Network Embedding. - Hongming Zhang 009; Liwei Qiu; Lingling Yi; Yangqiu Song (IJCAI, 2018)

SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition. - Hongming Zhang 009; Hantian Ding; Yangqiu Song (ACL (1), 2019)

Knowledge-aware Pronoun Coreference Resolution. - Hongming Zhang 009; Yan Song 003; Yangqiu Song; Dong Yu 001 (ACL (1), 2019)

Multilingual and Multi-Aspect Hate Speech Analysis. - Nedjma Ousidhoum; Zizheng Lin; Hongming Zhang 009; Yangqiu Song; Dit-Yan Yeung (EMNLP/IJCNLP (1), 2019)

What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues. - Xintong Yu; Hongming Zhang 009; Yangqiu Song; Yan Song 003; Changshui Zhang (EMNLP/IJCNLP (1), 2019)

Multiplex Word Embeddings for Selectional Preference Acquisition. - Hongming Zhang 009; Jiaxin Bai; Yan Song 003; Kun Xu 005; Changlong Yu; Yangqiu Song; Wilfred Ng; Dong Yu 001 (EMNLP/IJCNLP (1), 2019)

Incorporating Context and External Knowledge for Pronoun Coreference Resolution. - Hongming Zhang 009; Yan Song 003; Yangqiu Song (NAACL-HLT (1), 2019)

WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge. - Hongming Zhang 009; Xinran Zhao; Yangqiu Song (ACL, 2020)

Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations. - Changlong Yu; Hongming Zhang 009; Yangqiu Song; Wilfred Ng; Lifeng Shang (AKBC, 2020)

What Are You Trying to Do? Semantic Typing of Event Processes. - Muhao Chen 001; Hongming Zhang 009; Haoyu Wang 005; Dan Roth 001 (CoNLL, 2020)

Joint Constrained Learning for Event-Event Relation Extraction. - Haoyu Wang 005; Muhao Chen 001; Hongming Zhang 009; Dan Roth 001 (EMNLP (1), 2020)

When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models. - Changlong Yu; Jialong Han; Peifeng Wang; Yangqiu Song; Hongming Zhang 009; Wilfred Ng; Shuming Shi 001 (EMNLP (1), 2020)

Analogous Process Structure Induction for Sub-event Sequence Prediction. - Hongming Zhang 009; Muhao Chen 001; Haoyu Wang 005; Yangqiu Song; Dan Roth 001 (EMNLP (1), 2020)

TransOMCS: From Linguistic Graphs to Commonsense Knowledge. - Hongming Zhang 009; Daniel Khashabi; Yangqiu Song; Dan Roth 001 (IJCAI, 2020)

ASER: A Large-scale Eventuality Knowledge Graph. - Hongming Zhang 009; Xin Liu 039; Haojie Pan; Yangqiu Song; Cane Wing-Ki Leung (WWW, 2020)

A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution. - Hongming Zhang 009; Xinran Zhao; Yangqiu Song (CoRR, 2020)

Learning Contextual Causality from Time-consecutive Images. - Hongming Zhang 009; Yintong Huo; Xinran Zhao; Yangqiu Song; Dan Roth 001 (CoRR, 2020)

Unsupervised Label-aware Event Trigger and Argument Classification. - Hongming Zhang 009; Haoyu Wang 005; Dan Roth 001 (CoRR, 2020)

CoCoLM: COmplex COmmonsense Enhanced Language Model. - Changlong Yu; Hongming Zhang 009; Yangqiu Song; Wilfred Ng (CoRR, 2020)

Zero-shot Event Extraction via Transfer Learning: Challenges and Insights. - Qing Lyu 001; Hongming Zhang 009; Elior Sulem; Dan Roth 001 (ACL/IJCNLP (2), 2021)

Zero-shot Label-Aware Event Trigger and Argument Classification. - Hongming Zhang 009; Haoyu Wang 005; Dan Roth 001 (ACL/IJCNLP (Findings), 2021)

Leveraging Topic Relatedness for Argument Persuasion. - Xinran Zhao; Esin Durmus; Hongming Zhang 009; Claire Cardie (ACL/IJCNLP (Findings), 2021)

Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge. - Tianqing Fang; Haojie Pan; Hongming Zhang 009; Yangqiu Song; Kun Xu 005; Dong Yu 001 (AKBC, 2021)

Learning Contextual Causality Between Daily Events From Time-Consecutive Images. - Hongming Zhang 009; Yintong Huo; Xinran Zhao; Yangqiu Song; Dan Roth 001 (CVPR Workshops, 2021)

Joint Coreference Resolution and Character Linking for Multiparty Conversation. - Jiaxin Bai; Hongming Zhang 009; Yangqiu Song; Kun Xu 005 (EACL, 2021)

Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema. - Yanai Elazar; Hongming Zhang 009; Yoav Goldberg; Dan Roth 001 (EMNLP (1), 2021)

Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset. - Tianqing Fang; Weiqi Wang 001; Sehyun Choi; Shibo Hao; Hongming Zhang 009; Yangqiu Song; Bin He (EMNLP (1), 2021)

Learning Constraints and Descriptive Segmentation for Subevent Detection. - Haoyu Wang 005; Hongming Zhang 009; Muhao Chen 001; Dan Roth 001 (EMNLP (1), 2021)

Exophoric Pronoun Resolution in Dialogues with Topic Regularization. - Xintong Yu; Hongming Zhang 009; Yangqiu Song; Changshui Zhang; Kun Xu 005; Dong Yu 001 (EMNLP (1), 2021)

RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System. - Haoyang Wen; Ying Lin; Tuan Manh Lai; Xiaoman Pan; Sha Li; Xudong Lin 003; Ben Zhou; Manling Li; Haoyu Wang 005; Hongming Zhang 009; Xiaodong Yu 003; Alexander Dong; et al. (NAACL-HLT (Demonstrations), 2021)

DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge. - Tianqing Fang; Hongming Zhang 009; Weiqi Wang 001; Yangqiu Song; Bin He (WWW, 2021)

Back to Square One: Bias Detection, Training and Commonsense Disentanglement in the Winograd Schema. - Yanai Elazar; Hongming Zhang 009; Yoav Goldberg; Dan Roth 001 (CoRR, 2021)

Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting. - Ying Su; Hongming Zhang 009; Yangqiu Song; Tong Zhang 001 (ACL (1), 2022)

CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations. - Changlong Yu; Hongming Zhang 009; Yangqiu Song; Wilfred Ng (ACL (Findings), 2022)

Multilingual Word Sense Disambiguation with Unified Sense Representation. - Ying Su; Hongming Zhang 009; Yangqiu Song; Tong Zhang 001 (COLING, 2022)

PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population. - Tianqing Fang; Quyet V. Do; Hongming Zhang 009; Yangqiu Song; Ginny Y. Wong; Simon See (EMNLP (Findings), 2022)

MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure. - Yinya Huang; Hongming Zhang 009; Ruixin Hong; Xiaodan Liang; Changshui Zhang; Dong Yu 001 (EMNLP, 2022)

MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation. - Ying Su; Zihao Wang 001; Tianqing Fang; Hongming Zhang 009; Yangqiu Song; Tong Zhang 001 (EMNLP (Findings), 2022)

Salience Allocation as Guidance for Abstractive Summarization. - Fei Wang 060; Kaiqiang Song; Hongming Zhang 009; Lifeng Jin; Sangwoo Cho; Wenlin Yao; Xiaoyang Wang; Muhao Chen 001; Dong Yu 001 (EMNLP, 2022)

SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller. - Zhaowei Wang 003; Hongming Zhang 009; Tianqing Fang; Yangqiu Song; Ginny Y. Wong; Simon See (EMNLP, 2022)

Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination. - Yue Yang; Wenlin Yao; Hongming Zhang 009; Xiaoyang Wang; Dong Yu 001; Jianshu Chen (EMNLP, 2022)

Efficient Zero-shot Event Extraction with Context-Definition Alignment. - Hongming Zhang 009; Wenlin Yao; Dong Yu 001 (EMNLP (Findings), 2022)

ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion. - Pei Chen; Wenlin Yao; Hongming Zhang 009; Xiaoman Pan; Dian Yu 001; Dong Yu 001; Jianshu Chen (ICDM (Workshops), 2022)

ROCK: Causal Inference Principles for Reasoning about Commonsense Causality. - Jiayao Zhang 001; Hongming Zhang 009; Weijie J. Su; Dan Roth 001 (ICML, 2022)

ARCLIN: Automated API Mention Resolution for Unformatted Texts. - Yintong Huo; Yuxin Su 001; Hongming Zhang 009; Michael R. Lyu (ICSE, 2022)

PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in English. - Xinran Zhao; Hongming Zhang 009; Yangqiu Song (LREC, 2022)

Query2Particles: Knowledge Graph Reasoning with Particle Embeddings. - Jiaxin Bai; Zihao Wang 001; Hongming Zhang 009; Yangqiu Song (NAACL-HLT (Findings), 2022)

METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation. - Ruixin Hong; Hongming Zhang 009; Xintong Yu; Changshui Zhang (NAACL-HLT (Findings), 2022)

ASER: Towards large-scale commonsense knowledge acquisition via higher-order selectional preference over eventualities. - Hongming Zhang 009; Xin Liu 039; Haojie Pan; Haowen Ke; Jiefu Ou; Tianqing Fang; Yangqiu Song (Artif. Intell., 2022)

Causal Inference Principles for Reasoning about Commonsense Causality. - Jiayao Zhang 001; Hongming Zhang 009; Dan Roth 001; Weijie J. Su (CoRR, 2022)

Are All Steps Equally Important? Benchmarking Essentiality Detection of Events. - Hongming Zhang 009; Yueguan Wang; Yuqian Deng; Haoyu Wang 005; Muhao Chen 001; Dan Roth 001 (CoRR, 2022)

Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach. - Jiayao Zhang 001; Hongming Zhang 009; Zhun Deng; Dan Roth 001 (CoRR, 2022)

VD-PCR: Improving visual dialog with pronoun coreference resolution. - Xintong Yu; Hongming Zhang 009; Ruixin Hong; Yangqiu Song; Changshui Zhang (Pattern Recognit., 2022)

Learning Event Extraction From a Few Guideline Examples. - Ruixin Hong; Hongming Zhang 009; Xintong Yu; Changshui Zhang (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective. - Zhaowei Wang 003; Quyet V. Do; Hongming Zhang 009; Jiayao Zhang 001; Weiqi Wang 001; Tianqing Fang; Yangqiu Song; Ginny Y. Wong; Simon See (ACL (1), 2023)

Faithful Question Answering with Monte-Carlo Planning. - Ruixin Hong; Hongming Zhang 009; Hong Zhao; Dong Yu 001; Changshui Zhang (ACL (1), 2023)

Global Constraints with Prompting for Zero-Shot Event Argument Classification. - Zizheng Lin; Hongming Zhang 009; Yangqiu Song (EACL (Findings), 2023)

Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction. - Haoyu Wang 005; Hongming Zhang 009; Yuqian Deng; Jacob R. Gardner; Dan Roth 001; Muhao Chen 001 (EACL, 2023)

How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method. - Wenlin Yao; Lifeng Jin; Hongming Zhang 009; Xiaoman Pan; Kaiqiang Song; Dian Yu 001; Dong Yu 001; Jianshu Chen (EACL, 2023)

CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm. - Hongming Zhang 009; Yintong Huo; Yanai Elazar; Yangqiu Song; Yoav Goldberg; Dan Roth 001 (EACL (Findings), 2023)

Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes. - Haoyu Wang 005; Hongming Zhang 009; Yueguan Wang; Yuqian Deng; Muhao Chen 001; Dan Roth 001 (EMNLP, 2023)

StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding. - Cheng Jiayang; Lin Qiu; Tsz Ho Chan; Tianqing Fang; Weiqi Wang 001; Chunkit Chan; Dongyu Ru; Qipeng Guo; Hongming Zhang 009; Yangqiu Song; Yue Zhang 004; Zheng Zhang 001 (EMNLP, 2023)

Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. - James Y. Huang; Wenlin Yao; Kaiqiang Song; Hongming Zhang 009; Muhao Chen 001; Dong Yu 001 (EMNLP, 2023)

PIVOINE: Instruction Tuning for Open-world Entity Profiling. - Keming Lu; Xiaoman Pan; Kaiqiang Song; Hongming Zhang 009; Dong Yu 001; Jianshu Chen (EMNLP (Findings), 2023)

On the Dimensionality of Sentence Embeddings. - Hongwei Wang 010; Hongming Zhang 009; Dong Yu 001 (EMNLP (Findings), 2023)

Video State-Changing Object Segmentation. - Jiangwei Yu; Xiang Li; Xinran Zhao; Hongming Zhang 009; Yu-Xiong Wang (ICCV, 2023)

Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models. - Xiaoman Pan; Wenlin Yao; Hongming Zhang 009; Dian Yu 001; Dong Yu 001; Jianshu Chen (ICLR, 2023)

Thrust: Adaptively Propels Large Language Models with External Knowledge. - Xinran Zhao; Hongming Zhang 009; Xiaoman Pan; Wenlin Yao; Dong Yu 001; Jianshu Chen (NeurIPS, 2023)

Rethinking with Retrieval: Faithful Large Language Model Inference. - Hangfeng He 001; Hongming Zhang 009; Dan Roth 001 (CoRR, 2023)

Open-Domain Event Graph Induction for Mitigating Framing Bias. - Siyi Liu; Hongming Zhang 009; Hongwei Wang 010; Kaiqiang Song; Dan Roth 001; Dong Yu 001 (CoRR, 2023)

PIVOINE: Instruction Tuning for Open-world Information Extraction. - Keming Lu; Xiaoman Pan; Kaiqiang Song; Hongming Zhang 009; Dong Yu 001; Jianshu Chen (CoRR, 2023)

Towards Open-Domain Topic Classification. - Hantian Ding; Jinrui Yang; Yuqian Deng; Hongming Zhang 009; Dan Roth 001 (CoRR, 2023)

A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation. - Neeraj Varshney; Wenlin Yao; Hongming Zhang 009; Jianshu Chen; Dong Yu 001 (CoRR, 2023)

LASER: LLM Agent with State-Space Exploration for Web Navigation. - Kaixin Ma; Hongming Zhang 009; Hongwei Wang 010; Xiaoman Pan; Dong Yu 001 (CoRR, 2023)

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models. - Wenhao Yu 002; Hongming Zhang 009; Xiaoman Pan; Kaixin Ma; Hongwei Wang 010; Dong Yu 001 (CoRR, 2023)

OpenFact: Factuality Enhanced Open Knowledge Extraction. - Linfeng Song; Ante Wang; Xiaoman Pan; Hongming Zhang 009; Dian Yu 001; Lifeng Jin; Haitao Mi; Jinsong Su; Yue Zhang 004; Dong Yu 001 (Trans. Assoc. Comput. Linguistics, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

GeoHard: Towards Measuring Class-wise Hardness through Modelling Class Semantics. - Fengyu Cai; Xinran Zhao; Hongming Zhang 009; Iryna Gurevych; Heinz Koeppl (ACL (Findings), 2024)

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models. - Hongliang He; Wenlin Yao; Kaixin Ma; Wenhao Yu 002; Yong Dai 001; Hongming Zhang 009; Zhenzhong Lan; Dong Yu 001 (ACL (1), 2024)

CLOMO: Counterfactual Logical Modification with Large Language Models. - Yinya Huang; Ruixin Hong; Hongming Zhang 009; Wei Shao 009; Zhicheng Yang; Dong Yu 001; Changshui Zhang; Xiaodan Liang; Linqi Song (ACL (1), 2024)

AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation. - Zhaowei Wang 003; Wei Fan 001; Qing Zong; Hongming Zhang 009; Sehyun Choi; Tianqing Fang; Xin Liu 039; Yangqiu Song; Ginny Y. Wong; Simon See (ACL (1), 2024)

Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models. - Xinran Zhao; Hongming Zhang 009; Xiaoman Pan; Wenlin Yao; Dong Yu 001; Tongshuang Wu; Jianshu Chen (ACL (Findings), 2024)

On-the-fly Denoising for Data Augmentation in Natural Language Understanding. - Tianqing Fang; Wenxuan Zhou; Fangyu Liu 001; Hongming Zhang 009; Yangqiu Song; Muhao Chen 001 (EACL (Findings), 2024)

Event Semantic Classification in Context. - Haoyu Wang 005; Hongming Zhang 009; Kaiqiang Song; Dong Yu 001; Dan Roth 001 (EACL (Findings), 2024)

CEO: Corpus-based Open-Domain Event Ontology Induction. - Nan Xu; Hongming Zhang 009; Jianshu Chen (EACL (Findings), 2024)

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models. - Wenhao Yu 002; Hongming Zhang 009; Xiaoman Pan; Peixin Cao; Kaixin Ma; Jian Li; Hongwei Wang 001; Dong Yu 001 (EMNLP, 2024)

MixGR: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity. - Fengyu Cai; Xinran Zhao; Tong Chen; Sihao Chen; Hongming Zhang 009; Iryna Gurevych; Heinz Koeppl (EMNLP, 2024)

NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding. - Chunkit Chan; Cheng Jiayang; Yauwai Yim; Zheye Deng; Wei Fan 001; Haoran Li 003; Xin Liu 039; Hongming Zhang 009; Weiqi Wang 001; Yangqiu Song (EMNLP (Findings), 2024)

Dense X Retrieval: What Retrieval Granularity Should We Use? - Tong Chen; Hongwei Wang 010; Sihao Chen; Wenhao Yu 002; Kaixin Ma; Xinran Zhao; Hongming Zhang 009; Dong Yu 001 (EMNLP, 2024)

Abstraction-of-Thought Makes Language Models Better Reasoners. - Ruixin Hong; Hongming Zhang 009; Xiaoman Pan; Dong Yu 001; Changshui Zhang (EMNLP (Findings), 2024)

Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations. - Sihao Chen; Hongming Zhang 009; Tong Chen; Ben Zhou; Wenhao Yu 002; Dian Yu 001; Baolin Peng; Hongwei Wang 010; Dan Roth 001; Dong Yu 001 (NAACL-HLT, 2024)

Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning. - Tianqing Fang; Zhaowei Wang 003; Wenxuan Zhou; Hongming Zhang 009; Yangqiu Song; Muhao Chen 001 (NAACL-HLT (Findings), 2024)

SocREval: Large Language Models with the Socratic Method for Reference-free Reasoning Evaluation. - Hangfeng He 001; Hongming Zhang 009; Dan Roth 001 (NAACL-HLT (Findings), 2024)

A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning. - Ruixin Hong; Hongming Zhang 009; Xinyu Pang; Dong Yu 001; Changshui Zhang (NAACL-HLT, 2024)

AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph. - Zhaowei Wang 003; Haochen Shi; Weiqi Wang 001; Tianqing Fang; Hongming Zhang 009; Sehyun Choi; Xin Liu 039; Yangqiu Song (NAACL-HLT (Findings), 2024)

Conceptual and Unbiased Reasoning in Language Models. - Ben Zhou; Hongming Zhang 009; Sihao Chen; Dian Yu 001; Hongwei Wang 010; Baolin Peng; Dan Roth 001; Dong Yu 001 (CoRR, 2024)

Beyond Relevance: Evaluate and Improve Retrievers on Perspective Awareness. - Xinran Zhao; Tong Chen; Sihao Chen; Hongming Zhang 009; Tongshuang Wu (CoRR, 2024)

DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems. - Anni Zou; Wenhao Yu 002; Hongming Zhang 009; Kaixin Ma; Deng Cai 002; Zhuosheng Zhang 001; Hai Zhao 001; Dong Yu 001 (CoRR, 2024)

DSBench: How Far Are Data Science Agents to Becoming Data Science Experts? - Liqiang Jing; Zhehui Huang; Xiaoyang Wang; Wenlin Yao; Wenhao Yu 002; Kaixin Ma; Hongming Zhang 009; Xinya Du; Dong Yu 001 (CoRR, 2024)

Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots. - Hongming Zhang 009; Xiaoman Pan; Hongwei Wang 010; Kaixin Ma; Wenhao Yu 002; Dong Yu 001 (CoRR, 2024)

DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects. - Zhaowei Wang 003; Hongming Zhang 009; Tianqing Fang; Ye Tian; Yue Yang; Kaixin Ma; Xiaoman Pan; Yangqiu Song; Dong Yu 001 (CoRR, 2024)

SePPO: Semi-Policy Preference Optimization for Diffusion Alignment. - Daoan Zhang; Guangchen Lan; Dong-Jun Han; Wenlin Yao; Xiaoman Pan; Hongming Zhang 009; Mingxiao Li 004; Pengcheng Chen; Dong Yu 001; Christopher Brinton 001; Jiebo Luo 001 (CoRR, 2024)

ParallelSpec: Parallel Drafter for Efficient Speculative Decoding. - Zilin Xiao; Hongming Zhang 009; Tao Ge 005; Siru Ouyang; Vicente Ordonez; Dong Yu 001 (CoRR, 2024)

OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization. - Hongliang He; Wenlin Yao; Kaixin Ma; Wenhao Yu 002; Hongming Zhang 009; Tianqing Fang; Zhenzhong Lan; Dong Yu 001 (ACL (1), 2025)

Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks. - Xinyu Pang; Ruixin Hong; Hongming Zhang 009; Changshui Zhang (ACL (Findings), 2025)

Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models. - Zhisong Zhang; Yan Wang 060; Xinting Huang; Tianqing Fang; Hongming Zhang 009; Chenlong Deng; Shuaiyi Li; Dong Yu 001 (ACL (1), 2025)

DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? - Liqiang Jing; Zhehui Huang; Xiaoyang Wang; Wenlin Yao; Wenhao Yu 002; Kaixin Ma; Hongming Zhang 009; Xinya Du; Dong Yu 001 (ICLR, 2025)

RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph. - Siru Ouyang; Wenhao Yu 002; Kaixin Ma; Zilin Xiao; Zhihan Zhang 001; Mengzhao Jia; Jiawei Han 001; Hongming Zhang 009; Dong Yu 001 (ICLR, 2025)

Leopard: A Vision Language Model for Text-Rich Multi- Image Tasks. - Mengzhao Jia; Wenhao Yu 002; Kaixin Ma; Tianqing Fang; Zhihan Zhang 001; Siru Ouyang; Hongming Zhang 009; Dong Yu 001; Meng Jiang 001 (Trans. Mach. Learn. Res., 2025)

OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas. - Xiaoyang Wang; Hongming Zhang 009; Tao Ge 005; Wenhao Yu 002; Dian Yu 001; Dong Yu 001 (CoRR, 2025)

Streaming Looking Ahead with Token-level Self-reward. - Hongming Zhang 009; Ruixin Hong; Dong Yu 001 (CoRR, 2025)

Enhancing Web Agents with Explicit Rollback Mechanisms. - Zhisong Zhang; Tianqing Fang; Kaixin Ma; Wenhao Yu 002; Hongming Zhang 009; Haitao Mi; Dong Yu 001 (CoRR, 2025)

WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model. - Tianqing Fang; Hongming Zhang 009; Zhisong Zhang; Kaixin Ma; Wenhao Yu 002; Haitao Mi; Dong Yu 001 (CoRR, 2025)

Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation. - Junyu Ma; Tianqing Fang; Zhisong Zhang; Hongming Zhang 009; Haitao Mi; Dong Yu 001 (CoRR, 2025)

WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback. - Minda Hu; Tianqing Fang; Jianshu Zhang; Junyu Ma; Zhisong Zhang; Jingyan Zhou; Hongming Zhang 009; Haitao Mi; Dong Yu 001; Irwin King (CoRR, 2025)

InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing. - Shuaiyi Li; Zhisong Zhang; Yang Deng 002; Chenlong Deng; Tianqing Fang; Hongming Zhang 009; Haitao Mi; Dong Yu 001; Wai Lam (CoRR, 2025)

VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models. - Ce Zhang 009; Kaixin Ma; Tianqing Fang; Wenhao Yu 002; Hongming Zhang 009; Zhisong Zhang; Yaqi Xie 001; Katia P. Sycara; Haitao Mi; Dong Yu 001 (CoRR, 2025)

Revela: Dense Retriever Learning via Language Modeling. - Fengyu Cai; Tong Chen; Xinran Zhao; Sihao Chen; Hongming Zhang 009; Sherry Tongshuang Wu; Iryna Gurevych; Heinz Koeppl (CoRR, 2025)

MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment. - Yucheng Shi; Wenhao Yu 002; Zaitang Li; Yonglin Wang; Hongming Zhang 009; Ninghao Liu; Haitao Mi; Dong Yu 001 (CoRR, 2025)

MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge. - Guangchen Lan; Sipeng Zhang; Tianle Wang 009; Yuwei Zhang; Daoan Zhang; Xinpeng Wei; Xiaoman Pan; Hongming Zhang 009; Dong-Jun Han; Christopher G. Brinton (CoRR, 2025)

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training. - Tianqing Fang; Zhisong Zhang; Xiaoyang Wang; Rui Wang 015; Can Qin; Yuxuan Wan; Jun-Yu Ma; Ce Zhang 009; Jiaqi Chen; Xiyun Li; Hongming Zhang 009; Haitao Mi; et al. (CoRR, 2025)

R-Zero: Self-Evolving Reasoning LLM from Zero Data. - Chengsong Huang; Wenhao Yu 002; Xiaoyang Wang; Hongming Zhang 009; Zongxia Li; Ruosen Li; Jiaxin Huang; Haitao Mi; Dong Yu 001 (CoRR, 2025)