Probing Toxic Content in Large Pre-Trained Language Models. - Nedjma Ousidhoum; Xinran Zhao; Tianqing Fang; Yangqiu Song; Dit-Yan Yeung (ACL/IJCNLP (1), 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)

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)

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

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)

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)

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)

Weakly Supervised Text Classification using Supervision Signals from a Language Model. - Ziqian Zeng; Weimin Ni; Tianqing Fang; Xiang Li; Xinran Zhao; Yangqiu Song (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)

Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization. - Mutian He 001; Tianqing Fang; Weiqi Wang 001; Yangqiu Song (CoRR, 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)

CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning. - Weiqi Wang 001; Tianqing Fang; Baixuan Xu; Chun Yi Louis Bo; Yangqiu Song; Lei Chen 002 (ACL (1), 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)

KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection. - Sehyun Choi; Tianqing Fang; Zhaowei Wang 003; Yangqiu Song (EMNLP, 2023)

Doolittle: Benchmarks and Corpora for Academic Writing Formalization. - Shizhe Diao; Yongyu Lei; Liangming Pan; Tianqing Fang; Wangchunshu Zhou; Sedrick Scott Keh; Min-Yen Kan; Tong Zhang 001 (EMNLP, 2023)

QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering. - Haochen Shi; Weiqi Wang 001; Tianqing Fang; Baixuan Xu; Wenxuan Ding 001; Xin Liu 039; Yangqiu Song (EMNLP (Findings), 2023)

CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering. - Weiqi Wang 001; Tianqing Fang; Wenxuan Ding 001; Baixuan Xu; Xin Liu 039; Yangqiu Song; Antoine Bosselut (EMNLP (Findings), 2023)

KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification. - Weiqi Wang 001; Baixuan Xu; Tianqing Fang; Lirong Zhang; Yangqiu Song (SemEval@ACL, 2023)

CKBP v2: An Expert-Annotated Evaluation Set for Commonsense Knowledge Base Population. - Tianqing Fang; Quyet V. Do; Sehyun Choi; Weiqi Wang 001; Yangqiu Song (CoRR, 2023)

ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations. - Chunkit Chan; Jiayang Cheng; Weiqi Wang 001; Yuxin Jiang; Tianqing Fang; Xin Liu 039; Yangqiu Song (CoRR, 2023)

CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models. - Xingbo Wang 001; Renfei Huang; Zhihua Jin; Tianqing Fang; Huamin Qu (CoRR, 2023)

CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning. - Weiqi Wang 001; Tianqing Fang; Chunyang Li; Haochen Shi; Wenxuan Ding 001; Baixuan Xu; Zhaowei Wang 003; Jiaxin Bai; Xin Liu 039; Cheng Jiayang; Chunkit Chan; Yangqiu Song (ACL (1), 2024)

Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs. - Tianqing Fang; Zeming Chen 001; Yangqiu Song; Antoine Bosselut (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)

Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations. - Chunkit Chan; Cheng Jiayang; Weiqi Wang 001; Yuxin Jiang; Tianqing Fang; Xin Liu 039; Yangqiu Song (EACL (Findings), 2024)

ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases. - Quyet V. Do; Tianqing Fang; Shizhe Diao; Zhaowei Wang 003; Yangqiu Song (EACL (1), 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)

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce. - Wenxuan Ding 001; Weiqi Wang 001; Sze Heng Douglas Kwok; Minghao Liu; Tianqing Fang; Jiaxin Bai; Xin Liu 039; Changlong Yu; Zheng Li 018; Chen Luo 003; Qingyu Yin; Bing Yin; et al. (EMNLP (Findings), 2024)

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding. - Baixuan Xu; Weiqi Wang 001; Haochen Shi; Wenxuan Ding 001; Huihao Jing; Tianqing Fang; Jiaxin Bai; Xin Liu 039; Changlong Yu; Zheng Li 018; Chen Luo 003; Qingyu Yin; et al. (EMNLP, 2024)

Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning. - Xiongye Xiao; Gengshuo Liu; Gaurav Gupta; Defu Cao; Shixuan Li; Yaxing Li; Tianqing Fang; Mingxi Cheng; Paul Bogdan (ICLR, 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)

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)

Acquiring and modeling abstract commonsense knowledge via conceptualization. - Mutian He 001; Tianqing Fang; Weiqi Wang 001; Yangqiu Song (Artif. Intell., 2024)

EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion. - Ying Su; Tianqing Fang; Huiru Xiao; Weiqi Wang 001; Yangqiu Song; Tong Zhang 001; Lei Chen 002 (CoRR, 2024)

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce. - Wenxuan Ding 001; Weiqi Wang 001; Sze Heng Douglas Kwok; Minghao Liu; Tianqing Fang; Jiaxin Bai; Junxian He; Yangqiu Song (CoRR, 2024)

On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions. - Weiqi Wang 001; Tianqing Fang; Haochen Shi; Baixuan Xu; Wenxuan Ding 001; Liyu Zhang 005; Wei Fan 001; Jiaxin Bai; Haoran Li 003; Xin Liu 039; Yangqiu Song (CoRR, 2024)

CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge. - Tianshi Zheng; Jiaxin Bai; Yicheng Wang; Tianqing Fang; Yue Guo; Yauwai Yim; Yangqiu Song (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)

ConceptEdit: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning. - Liyu Zhang 005; Weiqi Wang 001; Tianqing Fang; Yangqiu Song (CoRR, 2024)

: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models. - Xingbo Wang 001; Renfei Huang; Zhihua Jin; Tianqing Fang; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2024)

ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning. - Liyu Zhang 005; Weiqi Wang 001; Tianqing Fang; Yangqiu Song (ACL (Findings), 2025)

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)

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)

Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction. - Kaiqiao Han; Tianqing Fang; Zhaowei Wang 003; Yangqiu Song; Mark Steedman (NAACL (Short Papers), 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)

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)

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)