Publications

A collection of my research work in NLP, LLMs, and related areas.

Findings of ACL 2025ScEdit: Script-based Assessment of Knowledge Editing

ScEdit: Script-based Assessment of Knowledge Editing

Xinye Li, Zunwen Zheng, Qian Zhang, Dekai Zhuang, Jiabao Kang, Liyan Xu, Qingbin Liu, Xi Chen, Zhiying Tu, Dianhui Chu, Dianbo Sui

Findings of the Association for Computational Linguistics: ACL 2025, 2025

Script-based assessment for knowledge editing in LLMs.

ACL 2025 WorkshopLLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning

Xinye Li, Mingqi Wan, Dianbo Sui

Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025), 2025

An empirical study of LLM capabilities for structural reasoning tasks.

Findings of EMNLP 2025Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning

Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning

Jiabao Kang, Xinye Li, Liyan Xu, Qingbin Liu, Xi Chen, Zhiying Tu, Dianhui Chu, Dianbo Sui

Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Exploring deductive and inductive reasoning capabilities of LLMs in procedural planning tasks.

ACM MM 2024Can We Debias Multimodal Large Language Models via Model Editing?

Can We Debias Multimodal Large Language Models via Model Editing?

Zecheng Wang, Xinye Li, Zhanyue Qin, Chunshan Li, Zhiying Tu, Dianhui Chu, Dianbo Sui

Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM), 2024

Investigating debiasing multimodal LLMs through model editing techniques.