NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning. - Zeming Chen 001; Qiyue Gao; Lawrence S. Moss (*SEM, 2021)

Monotonicity Marking from Universal Dependency Trees. - Zeming Chen 001; Qiyue Gao (CoRR, 2021)

Probing Linguistic Information for Logical Inference in Pre-trained Language Models. - Zeming Chen 001; Qiyue Gao (AAAI, 2022)

Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding. - Zeming Chen 001; Qiyue Gao (NAACL-HLT, 2022)

DISCO: Distilling Phrasal Counterfactuals with Large Language Models. - Zeming Chen 001; Qiyue Gao; Kyle Richardson 001; Antoine Bosselut; Ashish Sabharwal (CoRR, 2022)

DISCO: Distilling Counterfactuals with Large Language Models. - Zeming Chen 001; Qiyue Gao; Antoine Bosselut; Ashish Sabharwal; Kyle Richardson 001 (ACL (1), 2023)

Extracting Mathematical Concepts with Large Language Models. - Valeria de Paiva; Qiyue Gao; Pavel Kovalev; Lawrence S. Moss (CoRR, 2023)

LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models. - Shibo Hao; Yi Gu; Haotian Luo; Tianyang Liu 003; Xiyan Shao; Xinyuan Wang 010; Shuhua Xie; Haodi Ma; Adithya Samavedhi; Qiyue Gao; Zhen Wang 041; Zhiting Hu (CoRR, 2024)

Pandora: Towards General World Model with Natural Language Actions and Video States. - Jiannan Xiang; Guangyi Liu 005; Yi Gu; Qiyue Gao; Yuting Ning; Yuheng Zha; Zeyu Feng; Tianhua Tao; Shibo Hao; Yemin Shi 003; Zhengzhong Liu 001; Eric P. Xing; et al. (CoRR, 2024)

Monotonicity Reasoning in the Age of Neural Foundation Models. - Zeming Chen 001; Qiyue Gao (J. Log. Lang. Inf., 2024)

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation. - Qiyue Gao; Xinyu Pi; Kevin Liu; Junrong Chen; Ruolan Yang; Xinqi Huang; Xinyu Fang; Lu Sun; Gautham Kishore; Bo Ai 008; Stone Tao; Mengyang Liu; et al. (ACL (Findings), 2025)

Math Natural Language Inference: this should be easy! - Valeria de Paiva; Qiyue Gao; Hai Hu; Pavel Kovalev; Yikang Liu 002; Lawrence S. Moss; Zhiheng Qian (CoRR, 2025)

Evolution of group behaviour in the ecological snowdrift game-level-headed and impatient delayed epidemic model under emergencies. - Rongjian Lv; Hua Li; Qiubai Sun; Qiyue Gao; Bowen Li (Appl. Math. Comput., 2026)