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Sentiment Analysis

1592 directly classified papers

Papers per year

Papers

Pragmatic Inference Chain (PIC) Improving LLMs’ Reasoning of Authentic Implicit Toxic Language EMNLP 2025
RD-MCSA: A Multi-Class Sentiment Analysis Approach Integrating In-Context Classification Rationales and Demonstrations EMNLP 2025
Decoding Hate: Exploring Language Models’ Reactions to Hate Speech NAACL 2025
Modeling the Differential Prevalence of Online Supportive Interactions in Private Instant Messages of Adolescents NAACL 2025
BTC-SAM: Leveraging LLMs for Generation of Bias Test Cases for Sentiment Analysis Models EMNLP 2025
Power doesn’t reside in size: A Low Parameter Hybrid Language Model (HLM) for Sentiment Analysis in Code-mixed data EMNLP 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 SEMEVAL 2025
TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules SEMEVAL 2025
CIOL at SemEval-2025 Task 11: Multilingual Pre-trained Model Fusion for Text-based Emotion Recognition SEMEVAL 2025
Pixel Phantoms at SemEval-2025 Task 11: Enhancing Multilingual Emotion Detection with a T5 and mT5-Based Approach SEMEVAL 2025
GT-NLP at SemEval-2025 Task 11: EmoRationale, Evidence-Based Emotion Detection via Retrieval-Augmented Generation SEMEVAL 2025
Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025
CDB: A Unified Framework for Hope Speech Detection Through Counterfactual, Desire and Belief NAACL 2025
Hard Emotion Test Evaluation Sets for Language Models NAACL 2025
BARTABSA++: Revisiting BARTABSA with Decoder LLMs ACL 2025
Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection COLING 2025
Beyond Metrics: Evaluating LLMs Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios ACL 2025
Chinchunmei at SemEval-2025 Task 11: Boosting the Large Language Model’s Capability of Emotion Perception using Contrastive Learning ACL 2025
Cross-cultural Sentiment Analysis of Social Media Responses to a Sudden Crisis Event ACL 2025
MarathiEmoExplain: A Dataset for Sentiment, Emotion, and Explanation in Low-Resource Marathi EMNLP 2025
Sentiment-enhanced Multi-hop Connected Graph Attention Network for Multimodal Aspect-Based Sentiment Analysis IJCAI 2025
BelarusianGLUE: Towards a Natural Language Understanding Benchmark for Belarusian ACL 2025
LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing ACL 2025
The Language of Interoception: Examining Embodiment and Emotion Through a Corpus of Body Part Mentions EMNLP 2025
Just a Scratch: Enhancing LLM Capabilities for Self-harm Detection through Intent Differentiation and Emoji Interpretation ACL 2025