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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

Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification ACL 2024
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade NAACL 2024
OtterlyObsessedWithSemantics at SemEval-2024 Task 4: Developing a Hierarchical Multi-Label Classification Head for Large Language Models NAACL 2024
In Pursuit of Causal Label Correlations for Multi-label Image Recognition NIPS 2024
NLP_DI at NADI 2024 shared task: Multi-label Arabic Dialect Classifications with an Unsupervised Cross-Encoder ACL 2024
Order-Prompted Tag Sequence Generation for Video Tagging ICCV 2023
Audit Report Coverage Assessment using Sentence Classification IJCNLP 2023
Improving Dutch Vaccine Hesitancy Monitoring via Multi-Label Data Augmentation with GPT-3.5 ACL 2023
Category Query Learning for Human-Object Interaction Classification CVPR 2023
Modelling Temporal Document Sequences for Clinical ICD Coding EACL 2023
Sren Kierkegaard at SemEval-2023 Task 4: Label-aware text classification using Natural Language Inference ACL 2023
The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers INTERSPEECH 2023
John-Arthur at SemEval-2023 Task 4: Fine-Tuning Large Language Models for Arguments Classification ACL 2023
T.M. Scanlon at SemEval-2023 Task 4: Leveraging Pretrained Language Models for Human Value Argument Mining with Contrastive Learning ACL 2023
Quintilian at SemEval-2023 Task 4: Grouped BERT for Multi-Label Classification SEMEVAL 2023
Italian Legislative Text Classification for Gazzetta Ufficiale EMNLP 2023
Knowledge Restore and Transfer for Multi-Label Class-Incremental Learning ICCV 2023
Closed Boundary Learning for Classification Tasks with the Universum Class EMNLP 2023
Dense Retrieval as Indirect Supervision for Large-space Decision Making EMNLP 2023
Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation EMNLP 2023
Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection EMNLP 2023
LRL_NC at SemEval-2023 Task 4: The Touche23-George-boole Approach for Multi-Label Classification of Human-Values behind Arguments ACL 2023
Small-Text: Active Learning for Text Classification in Python EACL 2023
BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification ICCV 2023
Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification ACL 2023