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Opinion Summarization

The task of generating a summary of user opinions from reviews (and question-answers, etc)

Papers

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Showing 1–10 of 72 papers

Title	Date	Tasks	Status	Hype	Score
Learning Opinion Summarizers by Selecting Informative Reviews	Sep 9, 2021	Few-Shot LearningOpinion Summarization	CodeCode Available	1	5
Matching The Statements: A Simple and Accurate Model for Key Point Analysis	Nov 1, 2021	Opinion MiningOpinion Summarization	CodeCode Available	1	5
Convex Aggregation for Opinion Summarization	Apr 3, 2021	Opinion SummarizationUnsupervised Opinion Summarization	CodeCode Available	1	5
Extractive Opinion Summarization in Quantized Transformer Spaces	Dec 8, 2020	ClusteringExtract Aspect	CodeCode Available	1	5
Few-Shot Learning for Opinion Summarization	Apr 30, 2020	Few-Shot LearningInformativeness	CodeCode Available	1	5
Aspect-Controllable Opinion Summarization	Sep 7, 2021	Opinion Summarization	CodeCode Available	1	5
Attributable and Scalable Opinion Summarization	May 19, 2023	Opinion SummarizationUnsupervised Opinion Summarization	CodeCode Available	1	5
Comparative Opinion Summarization via Collaborative Decoding	Oct 14, 2021	Opinion Summarization	CodeCode Available	1	5
Beyond Opinion Mining: Summarizing Opinions of Customer Reviews	Jun 3, 2022	Opinion MiningOpinion Summarization	CodeCode Available	1	5
OpinionDigest: A Simple Framework for Opinion Summarization	May 5, 2020	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1	5

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