EVIT: Event-Oriented Instruction Tuning for Event Reasoning

arXiv:2404.11978v1 Announce Type: new
Abstract: Events refer to specific occurrences, incidents, or happenings that take place under a particular background. Event reasoning aims to infer events according to certain relations and predict future events. The cutting-edge techniques for event reasoning play a crucial role in various natural language processing applications. Large language models (LLMs) have made significant advancements in event reasoning owing to their wealth of knowledge and reasoning capabilities. However, smaller instruction-tuned models currently in use do not consistently …

abstract applications arxiv cs.cl edge event events future language language models language processing large language large language models natural natural language natural language processing processing reasoning relations role type