Context-Enhanced Language Models for Generating Multi-Paper Citations

arXiv:2404.13865v1 Announce Type: new
Abstract: Citation text plays a pivotal role in elucidating the connection between scientific documents, demanding an in-depth comprehension of the cited paper. Constructing citations is often time-consuming, requiring researchers to delve into extensive literature and grapple with articulating relevant content. To address this challenge, the field of citation text generation (CTG) has emerged. However, while earlier methods have primarily centered on creating single-sentence citations, practical scenarios frequently necessitate citing multiple papers within a single paragraph. To …

abstract arxiv challenge citations context cs.cl documents language language models literature paper pivotal researchers role scientific text type