CogCompTime: A Tool for Understanding Time in Natural Language. - Qiang Ning; Ben Zhou; Zhili Feng; Haoruo Peng; Dan Roth 001 (EMNLP (Demonstration), 2018)

Zero-Shot Open Entity Typing as Type-Compatible Grounding. - Ben Zhou; Daniel Khashabi; Chen-Tse Tsai; Dan Roth 001 (EMNLP, 2018)

CogCompNLP: Your Swiss Army Knife for NLP. - Daniel Khashabi; Mark Sammons; Ben Zhou; Tom Redman; Christos Christodoulopoulos 001; Vivek Srikumar; Nicholas Rizzolo; Lev-Arie Ratinov; Guanheng Luo; Quang Do; Chen-Tse Tsai; Subhro Roy; et al. (LREC, 2018)

"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding. - Ben Zhou; Daniel Khashabi; Qiang Ning; Dan Roth 001 (EMNLP/IJCNLP (1), 2019)

CogCompTime: A Tool for Understanding Time in Natural Language Text. - Qiang Ning; Ben Zhou; Zhili Feng; Haoruo Peng; Dan Roth 001 (CoRR, 2019)

Temporal Common Sense Acquisition with Minimal Supervision. - Ben Zhou; Qiang Ning; Daniel Khashabi; Dan Roth 001 (ACL, 2020)

Evaluating Models' Local Decision Boundaries via Contrast Sets. - Matt Gardner 001; Yoav Artzi; Victoria Basmova; Jonathan Berant; Ben Bogin; Sihao Chen; Pradeep Dasigi; Dheeru Dua; Yanai Elazar; Ananth Gottumukkala; Nitish Gupta; Hannaneh Hajishirzi; et al. (EMNLP (Findings), 2020)

Evaluating NLP Models via Contrast Sets. - Matt Gardner 001; Yoav Artzi; Victoria Basmova; Jonathan Berant; Ben Bogin; Sihao Chen; Pradeep Dasigi; Dheeru Dua; Yanai Elazar; Ananth Gottumukkala; Nitish Gupta; Hanna Hajishirzi; et al. (CoRR, 2020)

Cross-lingual Entity Alignment for Knowledge Graphs with Incidental Supervision from Free Text. - Muhao Chen 001; Weijia Shi; Ben Zhou; Dan Roth 001 (CoRR, 2020)

Cross-lingual Entity Alignment with Incidental Supervision. - Muhao Chen 001; Weijia Shi; Ben Zhou; Dan Roth 001 (EACL, 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)

Temporal Reasoning on Implicit Events from Distant Supervision. - Ben Zhou; Kyle Richardson 001; Qiang Ning; Tushar Khot; Ashish Sabharwal; Dan Roth 001 (NAACL-HLT, 2021)

There's a Time and Place for Reasoning Beyond the Image. - Xingyu Fu; Ben Zhou; Ishaan Preetam Chandratreya; Carl Vondrick; Dan Roth 001 (ACL (1), 2022)

A Meta-framework for Spatiotemporal Quantity Extraction from Text. - Qiang Ning; Ben Zhou; Hao Wu 034; Haoruo Peng; Chuchu Fan; Matt Gardner 001 (ACL (1), 2022)

A Novel Knowledge Recommendation Method for Online Arts Education. - Gang Li; Ben Zhou (ICCCS, 2022)

Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts. - Ben Zhou; Kyle Richardson 001; Xiaodong Yu 003; Dan Roth 001 (EMNLP, 2022)

End-to-End Chinese Speaker Identification. - Dian Yu 001; Ben Zhou; Dong Yu 001 (NAACL-HLT, 2022)

There is a Time and Place for Reasoning Beyond the Image. - Xingyu Fu; Ben Zhou; Ishaan Preetam Chandratreya; Carl Vondrick; Dan Roth 001 (CoRR, 2022)

Cross-Lingual Speaker Identification Using Distant Supervision. - Ben Zhou; Dian Yu 001; Dong Yu 001; Dan Roth 001 (CoRR, 2022)

A Step-Down Resonant Modular Multilevel DC/DC Converter With Extendable ZVS Range Based on Asymmetric Triangular Current. - Qianfan Zhou; Zhixing He; Zongjian Li; Renfeng Guan; Ben Zhou; Xucheng Huang; Lei Wang 067; Qianming Xu; Yandong Chen 001 (IEEE Trans. Ind. Electron., 2022)

Generic Temporal Reasoning with Differential Analysis and Explanation. - Yu Feng 013; Ben Zhou; Haoyu Wang 005; Helen Jin; Dan Roth 001 (ACL (1), 2023)

Indirectly Supervised Natural Language Processing. - Wenpeng Yin 001; Muhao Chen 001; Ben Zhou; Qiang Ning; Kai-Wei Chang; Dan Roth 001 (ACL (tutorial), 2023)

Interpretable by Design Visual Question Answering. - Xingyu Fu; Ben Zhou; Sihao Chen; Mark Yatskar; Dan Roth 001 (CoRR, 2023)

Building Interpretable and Reliable Open Information Retriever for New Domains Overnight. - Xiaodong Yu 003; Ben Zhou; Dan Roth 001 (CoRR, 2023)

Deceiving Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? - Bangzheng Li; Ben Zhou; Fei Wang 060; Xingyu Fu; Dan Roth 001; Muhao Chen 001 (CoRR, 2023)

An End-to-End Trustworthy Scheme For Green Communications. - Qin Qiu; Tianni Xu; Gaoshan Zhang; Hua Zhu; Ben Zhou (ITU K, 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)

Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? - Bangzheng Li; Ben Zhou; Fei Wang 060; Xingyu Fu; Dan Roth 001; Muhao Chen 001 (NAACL-HLT, 2024)

Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking. - Nan Xu; Fei Wang 060; Ben Zhou; Bangzheng Li; Chaowei Xiao; Muhao Chen 001 (NAACL-HLT (Findings), 2024)

Multi-Scale Convolutional Attention and Riemannian Geometry Network for EEG-Based Motor Imagery Classification. - Ben Zhou; Lei Wang 183; Wenchang Xu; Chenyu Jiang (IEEE Access, 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)

FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation. - Bangzheng Li; Ben Zhou; Xingyu Fu; Fei Wang 060; Dan Roth 001; Muhao Chen 001 (CoRR, 2024)

Familiarity-aware Evidence Compression for Retrieval Augmented Generation. - Dongwon Jung; Qin Liu 010; Tenghao Huang; Ben Zhou; Muhao Chen 001 (CoRR, 2024)

ReasonAgain: Using Extractable Symbolic Programs to Evaluate Mathematical Reasoning. - Xiaodong Yu 003; Ben Zhou; Hao Cheng 002; Dan Roth 001 (CoRR, 2024)

Bidirectional Supercascode High-Voltage DC Solid-State Circuit Breaker With Sensorless Current-Time Configuration. - Zhixing He; Ben Zhou; Zongjian Li; Biao Liu; Kangning Chen; Lei Wang 067; Qianming Xu; Yandong Chen 001; Quan Chen (IEEE Trans. Ind. Electron., 2024)

V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning. - Zongyu Lin; Zhikun Xu; Xiaohan Song; Yixin Wan; Xingcheng Yao; Tsung-Han Lin; Selina Song; Pranav Subbaraman; Ben Zhou; Kai-Wei Chang; Yizhou Sun (ACL (Findings), 2025)

BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models. - Yu Feng 013; Ben Zhou; Weidong Lin; Dan Roth 001 (ICLR, 2025)

ToW: Thoughts of Words Improve Reasoning in Large Language Models. - Zhikun Xu; Ming Shen; Jacob Dineen; Zhaonan Li; Xiao Ye; Shijie Lu; Aswin RRV; Chitta Baral; Ben Zhou (NAACL (Long Papers), 2025)

Self-supervised Analogical Learning using Language Models. - Ben Zhou; Sarthak Jain; Yi Zhang 001; Qiang Ning; Shuai Wang; Yassine Benajiba; Dan Roth 001 (CoRR, 2025)

Semantic-Clipping: Efficient Vision-Language Modeling with Semantic-Guidedd Visual Selection. - Bangzheng Li; Fei Wang 060; Wenxuan Zhou; Nan Xu; Ben Zhou; Sheng Zhang 012; Hoifung Poon; Muhao Chen 001 (CoRR, 2025)

QA-LIGN: Aligning LLMs through Constitutionally Decomposed QA. - Jacob Dineen; Aswin RRV; Qin Liu 010; Zhikun Xu; Xiao Ye; Ming Shen; Zhaonan Li; Shijie Lu; Chitta Baral; Muhao Chen 001; Ben Zhou (CoRR, 2025)

BOW: Bottlenecked Next Word Exploration. - Ming Shen; Zhikun Xu; Xiao Ye; Jacob Dineen; Ben Zhou (CoRR, 2025)

CC-LEARN: Cohort-based Consistency Learning. - Xiao Ye; Shaswat Shrivastava; Zhaonan Li; Jacob Dineen; Shijie Lu; Avneet Ahuja; Ming Shen; Zhikun Xu; Ben Zhou (CoRR, 2025)

AALC: Large Language Model Efficient Reasoning via Adaptive Accuracy-Length Control. - Ruosen Li; Ziming Luo; Quan Zhang; Ruochen Li; Ben Zhou; Ali Payani; Xinya Du (CoRR, 2025)

ThinkTuning: Instilling Cognitive Reflections without Distillation. - Aswin RRV; Jacob Dineen; Divij Handa; Md Nayem Uddin; Mihir Parmar; Chitta Baral; Ben Zhou (CoRR, 2025)