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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

YNU-HPCC at WASSA 2023: Using Text-Mixed Data Augmentation for Emotion Classification on Code-Mixed Text Message ACL 2023
Emotion classification on code-mixed text messages via soft prompt tuning ACL 2023
[RETRACTED] Findings of WASSA 2023 Shared Task: Multi-Label and Multi-Class Emotion Classification on Code-Mixed Text Messages ACL 2023
Curtin OCAI at WASSA 2023 Empathy, Emotion and Personality Shared Task: Demographic-Aware Prediction Using Multiple Transformers ACL 2023
AdityaPatkar at WASSA 2023 Empathy, Emotion, and Personality Shared Task: RoBERTa-Based Emotion Classification of Essays, Improving Performance on Imbalanced Data ACL 2023
BEmoLexBERT: A Hybrid Model for Multilabel Textual Emotion Classification in Bangla by Combining Transformers with Lexicon Features EMNLP 2023
YNU-HPCC at SemEval-2022 Task 5: Multi-Modal and Multi-label Emotion Classification Based on LXMERT NAACL 2022
A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition INTERSPEECH 2022
The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation INTERSPEECH 2022
Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition INTERSPEECH 2022
Hierarchical Attention Network for Evaluating Therapist Empathy in Counseling Session INTERSPEECH 2022
Transformer-based Architecture for Empathy Prediction and Emotion Classification ACL 2022
Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models ACL 2022
Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification ACL 2022
GJG@TamilNLP-ACL2022: Emotion Analysis and Classification in Tamil using Transformers ACL 2022
IUCL at WASSA 2022 Shared Task: A Text-only Approach to Empathy and Emotion Detection ACL 2022
Multi-Corpus Speech Emotion Recognition for Unseen Corpus Using Corpus-Wise Weights in Classification Loss INTERSPEECH 2022
Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier INTERSPEECH 2022
SwahBERT: Language Model of Swahili NAACL 2022
Efficient Nearest Neighbor Emotion Classification with BERT-whitening EMNLP 2022
State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach INTERSPEECH 2022
SRL4E – Semantic Role Labeling for Emotions: A Unified Evaluation Framework ACL 2022
Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ACL 2022
Team IITP-AINLPML at WASSA 2022: Empathy Detection, Emotion Classification and Personality Detection ACL 2022
WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories ACL 2022