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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 1–25 of 72 papers

TitleStatusHype
Attributable and Scalable Opinion SummarizationCode1
Prompted Opinion Summarization with GPT-3.5Code1
Beyond Opinion Mining: Summarizing Opinions of Customer ReviewsCode1
Matching The Statements: A Simple and Accurate Model for Key Point AnalysisCode1
Comparative Opinion Summarization via Collaborative DecodingCode1
Learning Opinion Summarizers by Selecting Informative ReviewsCode1
Aspect-Controllable Opinion SummarizationCode1
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
OpinionDigest: A Simple Framework for Opinion SummarizationCode1
Few-Shot Learning for Opinion SummarizationCode1
Unsupervised Opinion Summarization with Noising and DenoisingCode1
Aspect-Based Opinion Summarization with Argumentation Schemes—0
Aspect-Aware Decomposition for Opinion Summarization—0
LFOSum: Summarizing Long-form Opinions with Large Language Models—0
Distilling Opinions at Scale: Incremental Opinion Summarization using XL-OPSUMM—0
Thesis: Document Summarization with applications to Keyword extraction and Image Retrieval—0
Product Description and QA Assisted Self-Supervised Opinion Summarization—0
Polarity Calibration for Opinion SummarizationCode0
Rationale-based Opinion SummarizationCode0
ReflectSumm: A Benchmark for Course Reflection SummarizationCode0
Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization—0
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