multi-label classification

1004 papers

Explore in graph

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

Towards Calibrated Multi-label Deep Neural Networks CVPR 2024

Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification AAAI 2024

CoRelation: Boosting Automatic ICD Coding through Contextualized Code Relation Learning COLING 2024

Rebalancing Label Distribution While Eliminating Inherent Waiting Time in Multi Label Active Learning Applied to Transformers COLING 2024

EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques SEMEVAL 2024

Comparing News Framing of Migration Crises using Zero-Shot Classification COLING 2024

Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit ACL 2024

Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise AAAI 2024

Enhancing Multi-Label Classification via Dynamic Label-Order Learning AAAI 2024

A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents EMNLP 2024

A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection EMNLP 2024

From Text Segmentation to Enhanced Representation Learning: A Novel Approach to Multi-Label Classification for Long Texts EMNLP 2024

Random Label Forests: An Ensemble Method with Label Subsampling For Extreme Multi-Label Problems EMNLP 2024

Multi-label Sequential Sentence Classification via Large Language Model EMNLP 2024

DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction EMNLP 2024

Open-world Multi-label Text Classification with Extremely Weak Supervision EMNLP 2024

Multi-Label Field Classification for Scientific Documents using Expert and Crowd-sourced Knowledge EMNLP 2024

Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis EMNLP 2024

Learning Label-Specific Multiple Local Metrics for Multi-Label Classification IJCAI 2024

Prompt-Tuned Muti-Task Taxonomic Transformer (PTMTTaxoFormer) EMNLP 2024

ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks ACL 2024

SuteAlbastre at SemEval-2024 Task 4: Predicting Propaganda Techniques in Multilingual Memes using Joint Text and Vision Transformers SEMEVAL 2024

CMDL: A Large-Scale Chinese Multi-Defendant Legal Judgment Prediction Dataset ACL 2024

Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental Learning WACV 2024

IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes NAACL 2024