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)

Knowledge Crosswords: Geometric Reasoning over Structured Knowledge with Large Language Models. - Wenxuan Ding 001; Shangbin Feng; Yuhan Liu; Zhaoxuan Tan; Vidhisha Balachandran; Tianxing He; Yulia Tsvetkov (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)

Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models. - Wenxuan Ding 001; Shangbin Feng; Yuhan Liu; Zhaoxuan Tan; Vidhisha Balachandran; Tianxing He; Yulia Tsvetkov (ACL (Findings), 2024)

Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration. - Shangbin Feng; Weijia Shi; Yike Wang 002; Wenxuan Ding 001; Vidhisha Balachandran; Yulia Tsvetkov (ACL (1), 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)

Teaching LLMs to Abstain across Languages via Multilingual Feedback. - Shangbin Feng; Weijia Shi; Yike Wang 002; Wenxuan Ding 001; Orevaoghene Ahia; Shuyue Stella Li; Vidhisha Balachandran; Sunayana Sitaram; Yulia Tsvetkov (EMNLP, 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)

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)

Varying Shades of Wrong: Aligning LLMs with Wrong Answers Only. - Jihan Yao; Wenxuan Ding 001; Shangbin Feng; Lucy Lu Wang; Yulia Tsvetkov (ICLR, 2025)

When One LLM Drools, Multi-LLM Collaboration Rules. - Shangbin Feng; Wenxuan Ding 001; Alisa Liu; Zifeng Wang 002; Weijia Shi; Yike Wang 002; Zejiang Shen 001; Xiaochuang Han; Hunter Lang; Chen-Yu Lee; Tomas Pfister; Yejin Choi 001; et al. (CoRR, 2025)

SPARTA ALIGNMENT: Collectively Aligning Multiple Language Models through Combat. - Yuru Jiang; Wenxuan Ding 001; Shangbin Feng; Greg Durrett; Yulia Tsvetkov (CoRR, 2025)