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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 11–20 of 72 papers

Title	Date	Tasks	Status	Hype	Score
OpinionDigest: A Simple Framework for Opinion Summarization	May 5, 2020	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1	5
Convex Aggregation for Opinion Summarization	Apr 3, 2021	Opinion SummarizationUnsupervised Opinion Summarization	CodeCode Available	1	5
Aspect-Controllable Opinion Summarization	Sep 7, 2021	Opinion Summarization	CodeCode Available	1	5
Self-Supervised Multimodal Opinion Summarization	May 27, 2021	DecoderOpinion Summarization	CodeCode Available	1	5
Extractive Opinion Summarization in Quantized Transformer Spaces	Dec 8, 2020	ClusteringExtract Aspect	CodeCode Available	1	5
Efficient Few-Shot Fine-Tuning for Opinion Summarization	May 4, 2022	Abstractive Text SummarizationOpinion Summarization	CodeCode Available	0	5
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation	Feb 18, 2024	Allnlg evaluation	CodeCode Available	0	5
Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and Evaluation	May 24, 2023	Opinion SummarizationReview Generation	CodeCode Available	0	5
Noisy Pairing and Partial Supervision for Stylized Opinion Summarization	Nov 16, 2022	Opinion Summarization	CodeCode Available	0	5
Leveraging Domain Knowledge for Efficient Reward Modelling in RLHF: A Case-Study in E-Commerce Opinion Summarization	Feb 23, 2024	Opinion Summarization	CodeCode Available	0	5

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