3 papers
cs.CL2025
GDLLM: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction
Jie Zhao, Wanting Ning, Yuxiao Fei +2
In Natural Language Processing(NLP), Event Temporal Relation Extraction (ETRE) is to recognize the temporal relations of two events. Prior studies have noted the importance of lang…
cs.CL2025
Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning
Jingyao Tang, Lishuang Li, Liteng Mi +2
Zero-shot event-relational reasoning is an important task in natural language processing, and existing methods jointly learn a variety of event-relational prefixes and inference-fo…
cs.CL2024
PromptCL: Improving Event Representation via Prompt Template and Contrastive Learning
Yubo Feng, Lishuang Li, Yi Xiang +1
The representation of events in text plays a significant role in various NLP tasks. Recent research demonstrates that contrastive learning has the ability to improve event comprehe…