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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 1–50 of 630 papers

TitleStatusHype
Review highlights: opinion mining on reviews: a hybrid model for rule selection in aspect extractionCode1
MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment AnalysisCode1
Learning Opinion Dynamics From Social TracesCode1
Beyond Opinion Mining: Summarizing Opinions of Customer ReviewsCode1
A Unified Span-Based Approach for Opinion Mining with Syntactic ConstituentsCode1
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-ExtractionCode1
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word ExclusionCode1
DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisCode1
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet ExtractionCode1
Matching The Statements: A Simple and Accurate Model for Key Point AnalysisCode1
pysentimiento: A Python Toolkit for Opinion Mining and Social NLP tasksCode1
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed TextCode1
Comparative Opinion Quintuple Extraction from Product ReviewsCode1
Snippext: Semi-supervised Opinion Mining with Augmented DataCode1
Span Detection for Aspect-Based Sentiment Analysis in VietnameseCode1
Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair ExtractionCode1
Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment SupervisionCode0
Representation learning for very short texts using weighted word embedding aggregationCode0
SentiPers: A Sentiment Analysis Corpus for PersianCode0
Persian Emotion Detection using ParsBERT and Imbalanced Data Handling ApproachesCode0
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense KnowledgeCode0
Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNNCode0
Opinion-aware Answer Generation for Review-driven Question Answering in E-CommerceCode0
NoReC: The Norwegian Review CorpusCode0
Active learning in annotating micro-blogs dealing with e-reputationCode0
Opinion Mining Using Pre-Trained Large Language Models: Identifying the Type, Polarity, Intensity, Expression, and Source of Private StatesCode0
Public Sentiment Toward Solar Energy: Opinion Mining of Twitter Using a Transformer-Based Language ModelCode0
Replication issues in syntax-based aspect extraction for opinion miningCode0
Investigating label suggestions for opinion mining in German Covid-19 social mediaCode0
Sarcasm Detection in Twitter -- Performance Impact while using Data Augmentation: Word EmbeddingsCode0
FiLMing Multimodal Sarcasm Detection with AttentionCode0
A Corpus of English-Hindi Code-Mixed Tweets for Sarcasm DetectionCode0
Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role LabelingCode0
Discovering Bayesian Market Views for Intelligent Asset AllocationCode0
Enhancing Rhetorical Figure Annotation: An Ontology-Based Web Application with RAG IntegrationCode0
Leveraging Just a Few Keywords for Fine-Grained Aspect Detection Through Weakly Supervised Co-TrainingCode0
Context-Sensitive Lexicon Features for Neural Sentiment AnalysisCode0
Constructing Colloquial Dataset for Persian Sentiment Analysis of Social MicroblogsCode0
A Case Study and Qualitative Analysis of Simple Cross-Lingual Opinion MiningCode0
Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation LearningCode0
A domain-agnostic approach for opinion prediction on speechCode0
EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit EmotionsCode0
Can Large Language Models be Effective Online Opinion Miners?Code0
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and ArabicCode0
Improved Target-specific Stance Detection on Social Media Platforms by Delving into Conversation ThreadsCode0
A multimodal movie review corpus for fine-grained opinion miningCode0
A Study of fastText Word Embedding Effects in Document Classification in Bangla LanguageCode0
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion MiningCode0
Analysis of Climate Campaigns on Social Media using Bayesian Model AveragingCode0
An Uncertainty-Aware Encoder for Aspect DetectionCode0
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