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emotion classification

291 papers

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Co-occurring keywords

text classification (6793) sentiment analysis (2084) emotion detection (315) multi-label classification (1009) emotion recognition (661) speech emotion recognition (270) transformer model (1996) ensemble learning (1274) large language model (13587) multimodal learning (4645)

Papers

EmoTa: A Tamil Emotional Speech Dataset COLING 2025
STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation ACL 2025
Donate or Create? Comparing Data Collection Strategies for Emotion-labeled Multimodal Social Media Posts ACL 2025
MarathiEmoExplain: A Dataset for Sentiment, Emotion, and Explanation in Low-Resource Marathi EMNLP 2025
HTU at SemEval-2025 Task 11: Divide and Conquer - Multi-Label emotion classification using 6 DziriBERTs submodels with Label-fused Iterative Mask Filling technique for low-resource data augmentation. ACL 2025
FiRC-NLP at SemEval-2025 Task 11: To Prompt or to Fine-Tune? Approaches for Multilingual Emotion Classification SEMEVAL 2025
CHEER-Ekman: Fine-grained Embodied Emotion Classification ACL 2025
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG NAACL 2025
ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025
Fearful Falcons and Angry Llamas: Emotion Category Annotations of Arguments by Humans and LLMs NAACL 2025
Dual-View Learning for Conversational Emotion Recognition Through Context and Emotion-Shift Modeling AAAI 2025
AtlasIA at SemEval-2025 Task 11: FastText-Based Emotion Detection in Moroccan Arabic for Low-Resource Settings ACL 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
Lazarus NLP at SemEval-2025 Task 11: Fine-Tuning Large Language Models for Multi-Label Emotion Classification via Sentence-Label Pairing ACL 2025
An Appraisal Theoretic Approach to Modelling Affect Flow in Conversation Corpora ACL 2025
YNU-HPCC at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Using Multiple Prediction Headers ACL 2025
FiRC-NLP at SemEval-2025 Task 11: To Prompt or to Fine-Tune? Approaches for Multilingual Emotion Classification ACL 2025
Tarbiat_Modares_SemEval2025_Task11_MultiLabel_Emotion_TransferLearning ACL 2025
M3HG: Multimodal, Multi-scale, and Multi-type Node Heterogeneous Graph for Emotion Cause Triplet Extraction in Conversations ACL 2025
UB_Tel-U at SemEval-2025 Task 11: Emotions Without Borders - A Unified Framework for Multilingual Classification Using Augmentation and Ensemble ACL 2025
YNU-HPCC at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Using Multiple Prediction Headers SEMEVAL 2025
NTA at SemEval-2025 Task 11: Enhanced Multilingual Textual Multi-label Emotion Detection via Integrated Augmentation Learning ACL 2025
Amado at SemEval-2025 Task 11: Multi-label Emotion Detection in Amharic and English Data ACL 2025
QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods ACL 2025
Tewodros at SemEval-2025 Task 11: Multilingual Emotion Intensity Detection using Small Language Models ACL 2025