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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
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
Matching The Statements: A Simple and Accurate Model for Key Point AnalysisCode1
Comparative Opinion Quintuple Extraction from Product ReviewsCode1
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
Graph Neural Network Framework for Sentiment Analysis Using Syntactic Feature—0
Identification of emotions on Twitter during the 2022 electoral process in Colombia—0
Zero-Shot Stance Detection using Contextual Data Generation with LLMsCode0
Opinion Mining Using Pre-Trained Large Language Models: Identifying the Type, Polarity, Intensity, Expression, and Source of Private StatesCode0
QANA: LLM-based Question Generation and Network Analysis for Zero-shot Key Point Analysis and Beyond—0
Scope of Large Language Models for Mining Emerging Opinions in Online Health Discourse—0
Overview of the VLSP 2023 -- ComOM Shared Task: A Data Challenge for Comparative Opinion Mining from Vietnamese Product Reviews—0
Unveiling Comparative Sentiments in Vietnamese Product Reviews: A Sequential Classification FrameworkCode0
ComOM at VLSP 2023: A Dual-Stage Framework with BERTology and Unified Multi-Task Instruction Tuning Model for Vietnamese Comparative Opinion Mining—0
A Comprehensive Review on Sentiment Analysis: Tasks, Approaches and Applications—0
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense KnowledgeCode0
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion MiningCode0
Opinion Mining Using Population-tuned Generative Language Models—0
An Integrated NPL Approach to Sentiment Analysis in Satisfaction Surveys—0
Opinion mining using Double Channel CNN for Recommender System—0
What Sentiment and Fun Facts We Learnt Before FIFA World Cup Qatar 2022 Using Twitter and AI—0
Constructing Colloquial Dataset for Persian Sentiment Analysis of Social MicroblogsCode0
Knowledge-enhanced Prompt-tuning for Stance Detection—0
Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews—0
Analysis of Climate Campaigns on Social Media using Bayesian Model AveragingCode0
SI-LSTM: Speaker Hybrid Long-short Term Memory and Cross Modal Attention for Emotion Recognition in Conversation—0
The Emotions of the Crowd: Learning Image Sentiment from Tweets via Cross-modal Distillation—0
Deep Learning for Opinion Mining and Topic Classification of Course Reviews—0
Self-training through Classifier Disagreement for Cross-Domain Opinion Target Extraction—0
Sentiment analysis and opinion mining on educational data: A survey—0
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