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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 41–50 of 72 papers

Title	Date	Tasks	Status	Hype
TransSum: Translating Aspect and Sentiment Embeddings for Self-Supervised Opinion Summarization	Aug 1, 2021	Opinion Summarization	—Unverified	0
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance	Jun 15, 2021	Abstractive Text SummarizationOpinion Summarization	CodeCode Available	0
Self-Supervised Multimodal Opinion Summarization	May 27, 2021	DecoderOpinion Summarization	CodeCode Available	1
Convex Aggregation for Opinion Summarization	Apr 3, 2021	Opinion SummarizationUnsupervised Opinion Summarization	CodeCode Available	1
Unsupervised Opinion Summarization with Content Planning	Dec 14, 2020	Abstractive Text SummarizationOpinion Summarization	CodeCode Available	1
Extractive Opinion Summarization in Quantized Transformer Spaces	Dec 8, 2020	ClusteringExtract Aspect	CodeCode Available	1
Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction	Jul 1, 2020	Entity Extraction using GANOpinion Mining	CodeCode Available	1
Read what you need: Controllable Aspect-based Opinion Summarization of Tourist Reviews	Jun 8, 2020	Document SummarizationMulti-Document Summarization	CodeCode Available	0
OpinionDigest: A Simple Framework for Opinion Summarization	May 5, 2020	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1
Self-Supervised and Controlled Multi-Document Opinion Summarization	Apr 30, 2020	Abstractive Text SummarizationOpinion Summarization	—Unverified	0

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