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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

“It’s Not Just Hate”: A Multi-Dimensional Perspective on Detecting Harmful Speech Online EMNLP 2022
Fine-Grained Extraction and Classification of Skill Requirements in German-Speaking Job Ads EMNLP 2022
Mawqif: A Multi-label Arabic Dataset for Target-specific Stance Detection EMNLP 2022
AraProp at WANLP 2022 Shared Task: Leveraging Pre-Trained Language Models for Arabic Propaganda Detection EMNLP 2022
ChavanKane at WANLP 2022 Shared Task: Large Language Models for Multi-label Propaganda Detection EMNLP 2022
AnEMIC: A Framework for Benchmarking ICD Coding Models EMNLP 2022
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding EMNLP 2022
Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection EMNLP 2022
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat EMNLP 2022
Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling EMNLP 2022
AraBEM at WANLP 2022 Shared Task: Propaganda Detection in Arabic Tweets EMNLP 2022
IITD at WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda Detection EMNLP 2022
Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts EMNLP 2022
CEFR-Based Sentence Difficulty Annotation and Assessment EMNLP 2022
ACPL: Anti-Curriculum Pseudo-Labelling for Semi-Supervised Medical Image Classification CVPR 2022
GlideNet: Global, Local and Intrinsic Based Dense Embedding NETwork for Multi-Category Attributes Prediction CVPR 2022
Regret Bounds for Multilabel Classification in Sparse Label Regimes NIPS 2022
MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples NIPS 2022
Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning NIPS 2022
FLAIR: Federated Learning Annotated Image Repository NIPS 2022
Structured Energy Network As a Loss NIPS 2022
Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification ACL 2022
Improving Multi-label Malevolence Detection in Dialogues through Multi-faceted Label Correlation Enhancement ACL 2022
Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis ACL 2022
M-BAD: A Multilabel Dataset for Detecting Aggressive Texts and Their Targets ACL 2022