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HuixiangDou-CR: Coreference Resolution in Group Chats
May 7, 2024, 4:50 a.m. | Huanjun Kong
cs.CL updates on arXiv.org arxiv.org
Abstract: How to eliminate pronominal reference in group chats? In this work, we have preprocessed 58k authentic chat data and manually annotated 2.3k questions. The reliability of this annotation was confirmed by the scaling law. After this, we conducted fine-tuning on Qwen models, ranging from 0.5B to 32B parameters. The optimal version improved 29.07 in F1 score. This confirms the viability of fine-tuning Large Language Model (LLM) for downstream Natural Language Processing (NLP) tasks. Our contributions …
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