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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
Span Detection for Aspect-Based Sentiment Analysis in VietnameseCode1
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet ExtractionCode1
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-ExtractionCode1
Snippext: Semi-supervised Opinion Mining with Augmented DataCode1
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word ExclusionCode1
Comparative Opinion Quintuple Extraction from Product ReviewsCode1
Beyond Opinion Mining: Summarizing Opinions of Customer ReviewsCode1
DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisCode1
MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment AnalysisCode1
Review highlights: opinion mining on reviews: a hybrid model for rule selection in aspect extractionCode1
Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair ExtractionCode1
pysentimiento: A Python Toolkit for Opinion Mining and Social NLP tasksCode1
Matching The Statements: A Simple and Accurate Model for Key Point AnalysisCode1
Learning Opinion Dynamics From Social TracesCode1
A Unified Span-Based Approach for Opinion Mining with Syntactic ConstituentsCode1
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed TextCode1
Adapting Freely Available Resources to Build an Opinion Mining Pipeline in Portuguese—0
Adapting a part-of-speech tagset to non-standard text: The case of STTS—0
A Characterization Study of Arabic Twitter Data with a Benchmarking for State-of-the-Art Opinion Mining Models—0
A Case Study of Spanish Text Transformations for Twitter Sentiment Analysis—0
A Fine-grained Large-scale Analysis of Coreference Projection—0
Active learning for detection of stance components—0
Graph Neural Network Framework for Sentiment Analysis Using Syntactic Feature—0
A Framework of Customer Review Analysis Using the Aspect-Based Opinion Mining Approach—0
A Heterogeneous Graphical Model to Understand User-Level Sentiments in Social Media—0
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