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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
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
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word ExclusionCode1
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
MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment AnalysisCode1
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
Machine Learning Algorithms for Depression Detection and Their Comparison—0
Cursive Caption Text Detection in Videos—0
A Framework of Customer Review Analysis Using the Aspect-Based Opinion Mining Approach—0
Sentiment analysis and opinion mining on E-commerce site—0
Persian Emotion Detection using ParsBERT and Imbalanced Data Handling ApproachesCode0
DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisCode1
Improved Target-specific Stance Detection on Social Media Platforms by Delving into Conversation ThreadsCode0
The Curious Case of Logistic Regression for Italian Languages and Dialects IdentificationCode0
Aspect-Based Sentiment Analysis using Local Context Focus Mechanism with DeBERTa—0
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-ExtractionCode1
GetSmartMSEC at SemEval-2022 Task 6: Sarcasm Detection using Contextual Word Embedding with Gaussian model for Irony Type Identification—0
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and ArabicCode0
Beyond Opinion Mining: Summarizing Opinions of Customer ReviewsCode1
Don’t Burst Blindly: For a Better Use of Natural Language Processing to Fight Opinion Bubbles in News Recommendations—0
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