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Opinion Mining

Identifying and categorizing opinions expressed in a piece of text, especially in order to determine whether the writer's attitude towards a particular topic, product, etc. is positive, negative, or neutral (Source: Oxford Languages)

Image Source: Deep learning for sentiment analysis: A survey

Papers

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Showing 1–25 of 630 papers

TitleStatusHype
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word ExclusionCode1
MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment AnalysisCode1
DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisCode1
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-ExtractionCode1
Beyond Opinion Mining: Summarizing Opinions of Customer ReviewsCode1
Comparative Opinion Quintuple Extraction from Product ReviewsCode1
Matching The Statements: A Simple and Accurate Model for Key Point AnalysisCode1
Span Detection for Aspect-Based Sentiment Analysis in VietnameseCode1
pysentimiento: A Python Toolkit for Opinion Mining and Social NLP tasksCode1
A Unified Span-Based Approach for Opinion Mining with Syntactic ConstituentsCode1
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet ExtractionCode1
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed TextCode1
Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair ExtractionCode1
Learning Opinion Dynamics From Social TracesCode1
Snippext: Semi-supervised Opinion Mining with Augmented DataCode1
Review highlights: opinion mining on reviews: a hybrid model for rule selection in aspect extractionCode1
MT2-CSD: A New Dataset and Multi-Semantic Knowledge Fusion Method for Conversational Stance Detection—0
What About Emotions? Guiding Fine-Grained Emotion Extraction from Mobile App ReviewsCode0
Can Large Language Models be Effective Online Opinion Miners?Code0
PL-FGSA: A Prompt Learning Framework for Fine-Grained Sentiment Analysis Based on MindSpore—0
Enhancing Rhetorical Figure Annotation: An Ontology-Based Web Application with RAG IntegrationCode0
Comparative Opinion Mining in Product Reviews: Multi-perspective Prompt-based Learning—0
Analysing Public Transport User Sentiment on Low Resource Multilingual Data—0
GADFA: Generator-Assisted Decision-Focused Approach for Opinion Expressing Timing Identification—0
Opinion Mining on Offshore Wind Energy for Environmental Engineering—0
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