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Sentiment Analysis

1775 directly classified papers

Papers per year

Papers

Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction EMNLP 2025
End-to-End Aspect-Guided Review Summarization at Scale EMNLP 2025
TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules ACL 2025
Enhancing BERT Fine-Tuning for Sentiment Analysis in Lower-Resourced Languages AACL 2025
TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules SEMEVAL 2025
Exploring the Performance of Large Language Models on Subjective Span Identification Tasks AACL 2025
MATO: A Model-Agnostic Training Optimization for Aspect Sentiment Triplet Extraction NAACL 2025
Modeling the Differential Prevalence of Online Supportive Interactions in Private Instant Messages of Adolescents NAACL 2025
Dual-Path Dynamic Fusion with Learnable Query for Multimodal Sentiment Analysis EMNLP 2025
PychoAgent: Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events EMNLP 2025
Hope vs. Hate: Understanding User Interactions with LGBTQ+ News Content in Mainstream US News Media through the Lens of Hope Speech EMNLP 2025
Can Large Language Models be Effective Online Opinion Miners? EMNLP 2025
Evaluating Large Language Models for Detecting Antisemitism EMNLP 2025
UT-NLP at SemEval-2025 Task 11: Evaluating Zero-Shot Capability of GPT-4o mini on Emotion Recognition via Role-Play and Contrastive Judging ACL 2025
DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis AAAI 2025
CSIRO-LT at SemEval-2025 Task 11: Adapting LLMs for Emotion Recognition for Multiple Languages SEMEVAL 2025
McGill-NLP at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SEMEVAL 2025
DUT_IR at SemEval-2025 Task 11: Enhancing Multi-Label Emotion Classification with an Ensemble of Pre-trained Language Models and Large Language Models ACL 2025
xiacui at SemEval-2025 Task 11: Addressing Data Imbalance in Transformer-Based Multi-Label Emotion Detection with Weighted Loss SEMEVAL 2025
RSSN at SemEval-2025 Task 11: Optimizing Multi-Label Emotion Detection with Transformer-Based Models and Threshold Tuning SEMEVAL 2025
GT-NLP at SemEval-2025 Task 11: EmoRationale, Evidence-Based Emotion Detection via Retrieval-Augmented Generation SEMEVAL 2025
Cross-cultural Sentiment Analysis of Social Media Responses to a Sudden Crisis Event ACL 2025
EMO-NLP at SemEval-2025 Task 11: Multi-label Emotion Detection in Multiple Languages Based on XLMCNN SEMEVAL 2025
“Stupid robot, I want to speak to a human!” User Frustration Detection in Task-Oriented Dialog Systems COLING 2025
Human Interest Framing across Cultures: A Case Study on Climate Change COLING 2025