Rationale-based Opinion Summarization | allainews.com

April 2, 2024, 7:51 p.m. | Haoyuan Li, Snigdha Chaturvedi

cs.CL updates on arXiv.org arxiv.org

arXiv:2404.00217v1 Announce Type: new
Abstract: Opinion summarization aims to generate concise summaries that present popular opinions of a large group of reviews. However, these summaries can be too generic and lack supporting details. To address these issues, we propose a new paradigm for summarizing reviews, rationale-based opinion summarization. Rationale-based opinion summaries output the representative opinions as well as one or more corresponding rationales. To extract good rationales, we define four desirable properties: relatedness, specificity, popularity, and diversity and present a …

arxiv cs.cl opinion summarization type

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