| 2026 | ACL | Efficient PRM Training Data Synthesis via Formal Verification. | Ryo Kamoi, Yusen Zhang, Nan Zhang, Sarkar Snigdha Sarathi Das, Ranran Haoran Zhang, Wenpeng Yin, Rui Zhang |
| 2026 | ACL | Can Large Language Models Adequately Perform Symbolic Reasoning Over Time Series? | Zewen Liu, Juntong Ni, Xianfeng Tang, Max S. Y. Lau, Qi He, Wenpeng Yin, Wei Jin |
| 2026 | ACL | Reference-Free Schema Generation for Literature Review Tables via Multi-Faceted Rewards. | Sinjoy Saha, Suman Saha, Mahfuza Farooque, Wenpeng Yin |
| 2026 | CSEDU | AI-Enabled Automated Scaffolding for Undergraduate Students' Learning to Debug and Reason. | Brian R. Belland, Wenpeng Yin, Zhuoyang Zou, Jack V. Mussoline, Chanmin Kim |
| 2025 | AAAI | Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems. | Junyi Ye, Jingyi Gu, Xinyun Zhao, Wenpeng Yin, Grace Guiling Wang |
| 2025 | COLING | Exploring Language Model Generalization in Low-Resource Extractive QA. | Saptarshi Sengupta, Wenpeng Yin, Preslav Nakov, Shreya Ghosh, Suhang Wang |
| 2025 | COLING | TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering. | Saptarshi Sengupta, Connor T. Heaton, Shreya Ghosh, Wenpeng Yin, Preslav Nakov, Suhang Wang |
| 2025 | EMNLP | Advancing Language Models through Instruction Tuning: Recent Progress and Challenges. | Zhihan Zhang, Renze Lou, Fangkai Jiao, Wenpeng Yin, Meng Jiang |
| 2025 | ICCV | HRScene: How Far are VLMs from Effective High-Resolution Image Understanding? | Yusen Zhang, Wenliang Zheng, Aashrith Madasu, Peng Shi, Ryo Kamoi, Hao Zhou, Zhuoyang Zou, Shu Zhao, Sarkar Snigdha Sarathi Das, Vipul Gupta, Xiaoxin Lu, Nan Zhang, Ranran Haoran Zhang, Avitej Iyer, Renze Lou, Wenpeng Yin, Rui Zhang |
| 2025 | ICLR | Catastrophic Failure of LLM Unlearning via Quantization. | Zhiwei Zhang, Fali Wang, Xiaomin Li, Zongyu Wu, Xianfeng Tang, Hui Liu, Qi He, Wenpeng Yin, Suhang Wang |
| 2025 | ICML | AAAR-1.0: Assessing AI's Potential to Assist Research. | Renze Lou, Hanzi Xu, Sijia Wang, Jiangshu Du, Ryo Kamoi, Xiaoxin Lu, Jian Xie, Yuxuan Sun, Yusen Zhang, Jihyun Janice Ahn, Hongchao Fang, Zhuoyang Zou, Wenchao Ma, Xi Li, Kai Zhang, Congying Xia, Lifu Huang, Wenpeng Yin |
| 2025 | KDD | SciSoc LLM Workshop: Large Language Models for Scientific and Societal Advances. | Wei Jin, Lu Cheng, Wenpeng Yin, Xianfeng Tang, Qingsong Wen, Danai Koutra, B. Aditya Prakash, Yan Liu |
| 2025 | NAACL | Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding. | Junyi Ye, Ankan Dash, Wenpeng Yin, Guiling Wang |
| 2024 | ACL | Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models. | Zihao Lin, Mohammad Beigi, Hongxuan Li, Yufan Zhou, Yuxiang Zhang, Qifan Wang, Wenpeng Yin, Lifu Huang |
| 2024 | ACL | Multimodal Instruction Tuning with Conditional Mixture of LoRA. | Ying Shen, Zhiyang Xu, Qifan Wang, Yu Cheng, Wenpeng Yin, Lifu Huang |
| 2024 | ACL | FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability. | Congying Xia, Chen Xing, Jiangshu Du, Xinyi Yang, Yihao Feng, Ran Xu, Wenpeng Yin, Caiming Xiong |
| 2024 | ACL | X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification. | Hanzi Xu, Muhao Chen, Lifu Huang, Slobodan Vucetic, Wenpeng Yin |
| 2024 | ACL | Contrastive Instruction Tuning. | Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen |
| 2024 | EACL | Large Language Models for Mathematical Reasoning: Progresses and Challenges. | Janice Ahn, Rishu Verma, Renze Lou, Di Liu, Rui Zhang, Wenpeng Yin |
| 2024 | EACL | Toward Zero-Shot Instruction Following. | Renze Lou, Wenpeng Yin |
| 2024 | EMNLP | Enhancing LLM Capabilities Beyond Scaling Up. | Wenpeng Yin, Muhao Chen, Rui Zhang, Ben Zhou, Fei Wang, Dan Roth |
| 2024 | EMNLP | LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. | Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Cheng Jiayang, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin |
| 2024 | EMNLP | A Generic Method for Fine-grained Category Discovery in Natural Language Texts. | Chang Tian, Matthew B. Blaschko, Wenpeng Yin, Mingzhe Xing, Yinliang Yue, Marie-Francine Moens |
| 2024 | ICLR | MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following. | Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin |
| 2024 | ICLR | MT-Ranker: Reference-free machine translation evaluation by inter-system ranking. | Ibraheem Muhammad Moosa, Rui Zhang, Wenpeng Yin |
| 2023 | AAAI | Learning to Select from Multiple Options. | Jiangshu Du, Wenpeng Yin, Congying Xia, Philip S. Yu |
| 2023 | ACL | Robustness of Learning from Task Instructions. | Jiasheng Gu, Hongyu Zhao, Hanzi Xu, Liangyu Nie, Hongyuan Mei, Wenpeng Yin |
| 2023 | EACL | Event Linking: Grounding Event Mentions to Wikipedia. | Xiaodong Yu, Wenpeng Yin, Nitish Gupta, Dan Roth |
| 2023 | EMNLP | LLM-driven Instruction Following: Progresses and Concerns. | Wenpeng Yin, Qinyuan Ye, Pengfei Liu, Xiang Ren, Hinrich Schtze |
| 2023 | EMNLP | Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning. | Sarkar Snigdha Sarathi Das, Haoran Zhang, Peng Shi, Wenpeng Yin, Rui Zhang |
| 2023 | IJCNLP | All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm. | Jiangshu Du, Congying Xia, Wenpeng Yin, Tingting Liang, Philip S. Yu |
| 2022 | ACL | ConTinTin: Continual Learning from Task Instructions. | Wenpeng Yin, Jia Li, Caiming Xiong |
| 2022 | CoNLL | OpenStance: Real-world Zero-shot Stance Detection. | Hanzi Xu, Slobodan Vucetic, Wenpeng Yin |
| 2022 | NAACL | Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System. | Chang Tian, Wenpeng Yin, Marie-Francine Moens |
| 2021 | ACL | DocNLI: A Large-scale Dataset for Document-level Natural Language Inference. | Wenpeng Yin, Dragomir R. Radev, Caiming Xiong |
| 2021 | ACL | BatchMixup: Improving Training by Interpolating Hidden States of the Entire Mini-batch. | Wenpeng Yin, Huan Wang, Jin Qu, Caiming Xiong |
| 2021 | NAACL | Learning to Synthesize Data for Semantic Parsing. | Bailin Wang, Wenpeng Yin, Xi Victoria Lin, Caiming Xiong |
| 2021 | NAACL | Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System. | Congying Xia, Wenpeng Yin, Yihao Feng, Philip S. Yu |
| 2020 | COLING | Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks. | Lichao Sun, Congying Xia, Wenpeng Yin, Tingting Liang, Philip S. Yu, Lifang He |
| 2020 | EMNLP | Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start. | Wenpeng Yin, Nazneen Fatema Rajani, Dragomir R. Radev, Richard Socher, Caiming Xiong |
| 2019 | EMNLP | Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach. | Wenpeng Yin, Jamaal Hay, Dan Roth |
| 2019 | NAACL | Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims. | Sihao Chen, Daniel Khashabi, Wenpeng Yin, Chris Callison-Burch, Dan Roth |
| 2018 | ACL | End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions. | Wenpeng Yin, Dan Roth, Hinrich Schtze |
| 2018 | COLING | Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs. | Wenpeng Yin, Yadollah Yaghoobzadeh, Hinrich Schtze |
| 2018 | EMNLP | TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification. | Wenpeng Yin, Dan Roth |
| 2017 | ACL | Improved Neural Relation Detection for Knowledge Base Question Answering. | Mo Yu, Wenpeng Yin, Kazi Saidul Hasan, Ccero Nogueira dos Santos, Bing Xiang, Bowen Zhou |
| 2017 | EACL | Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching. | Wenpeng Yin, Hinrich Schtze |
| 2016 | ACL | Learning Word Meta-Embeddings. | Wenpeng Yin, Hinrich Schtze |
| 2016 | COLING | Simple Question Answering by Attentive Convolutional Neural Network. | Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich Schtze |
| 2015 | ACL | MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity. | Wenpeng Yin, Hinrich Schtze |
| 2015 | CoNLL | Multichannel Variable-Size Convolution for Sentence Classification. | Wenpeng Yin, Hinrich Schtze |
| 2015 | EMNLP | Online Updating of Word Representations for Part-of-Speech Tagging. | Wenpeng Yin, Tobias Schnabel, Hinrich Schtze |
| 2015 | IJCAI | Optimizing Sentence Modeling and Selection for Document Summarization. | Wenpeng Yin, Yulong Pei |
| 2015 | NAACL | LCCT: A Semi-supervised Model for Sentiment Classification. | Min Yang, Wenting Tu, Ziyu Lu, Wenpeng Yin, Kam-Pui Chow |
| 2015 | NAACL | Convolutional Neural Network for Paraphrase Identification. | Wenpeng Yin, Hinrich Schtze |
| 2015 | NAACL | Discriminative Phrase Embedding for Paraphrase Identification. | Wenpeng Yin, Hinrich Schtze |
| 2014 | ACL | An Exploration of Embeddings for Generalized Phrases. | Wenpeng Yin, Hinrich Schtze |
| 2013 | WISE | Community Detection in Multi-relational Social Networks. | Zhiang Wu, Wenpeng Yin, Jie Cao, Guandong Xu, Alfredo Cuzzocrea |
| 2012 | CIKM | Query-focused multi-document summarization based on query-sensitive feature space. | Wenpeng Yin, Yulong Pei, Fan Zhang, Lian'en Huang |
| 2012 | COLING | A Supervised Aggregation Framework for Multi-Document Summarization. | Yulong Pei, Wenpeng Yin, Qifeng Fan, Lian'en Huang |
| 2012 | COLING | RelationListwise for Query-Focused Multi-Document Summarization. | Wenpeng Yin, Lifu Huang, Yulong Pei, Lian'en Huang |
| 2012 | COLING | SentTopic-MultiRank: a Novel Ranking Model for Multi-Document Summarization. | Wenpeng Yin, Yulong Pei, Fan Zhang, Lian'en Huang |
| 2012 | PRICAI | Generic Multi-Document Summarization Using Topic-Oriented Information. | Yulong Pei, Wenpeng Yin, Lian'en Huang |
| 2012 | PRICAI | Automatic Multi-document Summarization Based on New Sentence Similarity Measures. | Wenpeng Yin, Yulong Pei, Lian'en Huang |