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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 26–50 of 72 papers

TitleStatusHype
Noisy Pairing and Partial Supervision for Stylized Opinion SummarizationCode0
Analyzing Coreference and Bridging in Product Reviews—0
Unsupervised Opinion Summarization Using Approximate Geodesics—0
Beyond Opinion Mining: Summarizing Opinions of Customer ReviewsCode1
Efficient Few-Shot Fine-Tuning for Opinion SummarizationCode0
Unsupervised Extractive Opinion Summarization Using Sparse CodingCode0
A Multi-Granularity Opinion Summarization Method—0
Comparative Opinion Summarization via Collaborative Decoding—0
OrderSum: Reading Order-Aware Unsupervised Opinion Summarization—0
Matching The Statements: A Simple and Accurate Model for Key Point AnalysisCode1
Fine-Grained Opinion Summarization with Minimal Supervision—0
Comparative Opinion Summarization via Collaborative DecodingCode1
Learning Opinion Summarizers by Selecting Informative ReviewsCode1
Aspect-Controllable Opinion SummarizationCode1
Semantic-Based Opinion SummarizationCode0
TransSum: Translating Aspect and Sentiment Embeddings for Self-Supervised Opinion Summarization—0
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic GuidanceCode0
Self-Supervised Multimodal Opinion SummarizationCode1
Convex Aggregation for Opinion SummarizationCode1
Unsupervised Opinion Summarization with Content PlanningCode1
Extractive Opinion Summarization in Quantized Transformer SpacesCode1
Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair ExtractionCode1
Read what you need: Controllable Aspect-based Opinion Summarization of Tourist ReviewsCode0
OpinionDigest: A Simple Framework for Opinion SummarizationCode1
Self-Supervised and Controlled Multi-Document Opinion Summarization—0
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