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multi-label classification

1004 papers

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Also known as

XMTC MLIC MLR MLEE MTC MLTC XMC MLC

Co-occurring keywords

text classification (6776) emotion detection (313) transformer model (1988) large language model (12755) transfer learning (5442) attention mechanism (3975) label correlation (77) ensemble learning (1271) zero-shot learning (3637) contrastive learning (3979)

Papers

The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation INTERSPEECH 2022
Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier INTERSPEECH 2022
MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting NAACL 2022
Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN NAACL 2022
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES NAACL 2022
Extreme Zero-Shot Learning for Extreme Text Classification NAACL 2022
On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations AAAI 2022
None Class Ranking Loss for Document-Level Relation Extraction IJCAI 2022
Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding CVPR 2022
Contextual Debiasing for Visual Recognition With Causal Mechanisms CVPR 2022
Use All the Labels: A Hierarchical Multi-Label Contrastive Learning Framework CVPR 2022
Efficient Online ML API Selection for Multi-Label Classification Tasks ICML 2022
Conformal Prediction Sets with Limited False Positives ICML 2022
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification AACL 2022
SemEval-2022 Task 4: Patronizing and Condescending Language Detection SEMEVAL 2022
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection SEMEVAL 2022
University of Bucharest Team at Semeval-2022 Task4: Detection and Classification of Patronizing and Condescending Language SEMEVAL 2022
SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification SEMEVAL 2022
PAIC at SemEval-2022 Task 5: Multi-Modal Misogynous Detection in MEMES with Multi-Task Learning And Multi-model Fusion SEMEVAL 2022
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification Framework SEMEVAL 2022
Vector-Valued Least-Squares Regression under Output Regularity Assumptions JMLR 2022
A Multi-Dimensional, Cross-Domain and Hierarchy-Aware Neural Architecture for ISO-Standard Dialogue Act Tagging COLING 2022
Product Titles-to-Attributes As a Text-to-Text Task ACL 2022
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling ACL 2022
HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crises Response EMNLP 2022