Zinong Yang — accepted AI-conference papers

2025

ChainEdit: Propagating Ripple Effects in LLM Knowledge Editing through Logical Rule-Guided Chains

Zilu Dong, Xiangqing Shen, Zinong Yang, Rui Xia

ACL 2025long

Current knowledge editing methods for large language models (LLMs) struggle to maintain logical consistency when propagating ripple effects to associated facts. We propose ChainEdit, a framework that synergizes knowledge graph-derived logical rules with LLM logical reasoning capabilities to enable s…

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗

2023

UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set

Zinong Yang, Feng Xu, Jianfei Yu, Rui Xia

ACL 2023findings

Comparative Opinion Quintuple Extraction (COQE) aims to identify comparative opinion sentences in product reviews, extract comparative opinion elements in the sentences, and then incorporate them into quintuples. Existing methods decompose the COQE task into multiple primary subtasks and then solve…

Cited by 7 Source ↗PDF ↗code ↗Scholar ↗