The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation. - Jie He 004; Tao Wang; Deyi Xiong; Qun Liu 001 (EMNLP (Findings), 2020)

TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models. - Jie He 004; Bo Peng; Yi Liao; Qun Liu 001; Deyi Xiong (ACL/IJCNLP (1), 2021)

BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering. - Jie He 004; Simon Chi Lok U; Víctor Gutiérrez-Basulto; Jeff Z. Pan (ACL (2), 2023)

Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification. - Simon Chi Lok U; Jie He 004; Víctor Gutiérrez-Basulto; Jeff Z. Pan (EMNLP (Findings), 2023)

An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models. - Xiongtao Zhou; Jie He 004; Yuhua Ke; Guangyao Zhu; Víctor Gutiérrez-Basulto; Jeff Z. Pan (ACL (Findings), 2024)

UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing. - Yijun Yang; Jie He 004; Pinzhen Chen; Víctor Gutiérrez-Basulto; Jeff Z. Pan (NAACL-HLT, 2024)

Evaluating the Adversarial Robustness of Retrieval-Based In-Context Learning for Large Language Models. - Simon Chi Lok U; Jie He 004; Pasquale Minervini; Jeff Z. Pan (CoRR, 2024)

Meta-RTL: Reinforcement-Based Meta-Transfer Learning for Low-Resource Commonsense Reasoning. - Yu Fu; Jie He 004; Yifan Yang; Qun Liu 001; Deyi Xiong (CoRR, 2024)

MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge. - Jie He 004; Nan Hu; Wanqiu Long; Jiaoyan Chen 001; Jeff Z. Pan (CoRR, 2024)

GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation. - Jie He 004; Jennifer Neville; Mengting Wan; Longqi Yang; Hui Liu; Xiaofeng Xu; Xia Song; Jeff Z. Pan; Pei Zhou (ACL (Findings), 2025)

Evaluating and Improving Graph to Text Generation with Large Language Models. - Jie He 004; Yijun Yang; Wanqiu Long; Deyi Xiong; Víctor Gutiérrez-Basulto; Jeff Z. Pan (NAACL (Long Papers), 2025)

MiCEval: Unveiling Multimodal Chain of Thought's Quality via Image Description and Reasoning Steps. - Xiongtao Zhou; Jie He 004; Lanyu Chen; Jingyu Li; Haojing Chen; Víctor Gutiérrez-Basulto; Jeff Z. Pan; Hanjie Chen (NAACL (Long Papers), 2025)

Tgea: An error-annotated dataset and benchmark tasks for text generation from pretrained language models. - Jie He 004; Bo Peng; Yi Liao; Qun Liu 001; Deyi Xiong (CoRR, 2025)

Similarity-Based Domain Adaptation with LLMs. - Jie He 004; Wendi Zhou; Xiang Lorraine Li; Jeff Z. Pan (CoRR, 2025)

Evaluating Discourse Cohesion in Pre-trained Language Models. - Jie He 004; Wanqiu Long; Deyi Xiong (CoRR, 2025)

N2C2: Nearest Neighbor Enhanced Confidence Calibration for Cross-Lingual In-Context Learning. - Jie He 004; Simon Yu; Deyi Xiong; Víctor Gutiérrez-Basulto; Jeff Z. Pan (CoRR, 2025)

From Sufficiency to Reflection: Reinforcement-Guided Thinking Quality in Retrieval-Augmented Reasoning for LLMs. - Jie He 004; Víctor Gutiérrez-Basulto; Jeff Z. Pan (CoRR, 2025)