作者位次 #3/9ACL 2026Poster· Natural Language Processing
STK -Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation
Shuyuan Zhao · Wei Chen · Weijie Zhang · Xinrui Hou · Junfeng Shen · Boyan Shi · Shengnan Guo · Youfang Lin · Huaiyu Wan
摘要
Temporal Knowledge Graph (TKG) extrapolation aims to predict future events based on historical facts. Recent studies have attempted to enhance TKG extrapolation by integrating TKG’s evolving structural representations and textual event chains into Large Language Models (LLMs). Yet, two main chall...