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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

Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification AAAI 2024
ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification SEMEVAL 2024
HierarchyEverywhere at SemEval-2024 Task 4: Detection of Persuasion Techniques in Memes Using Hierarchical Text Classifier SEMEVAL 2024
CoRelation: Boosting Automatic ICD Coding through Contextualized Code Relation Learning COLING 2024
Multi-label Sequential Sentence Classification via Large Language Model 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
Create! Don’t Repeat: A Paradigm Shift in Multi-Label Augmentation through Label Creative Generation NAACL 2024
Prompt-Tuned Muti-Task Taxonomic Transformer (PTMTTaxoFormer) EMNLP 2024
Random Label Forests: An Ensemble Method with Label Subsampling For Extreme Multi-Label Problems EMNLP 2024
Comparing News Framing of Migration Crises using Zero-Shot Classification COLING 2024
Rebalancing Label Distribution While Eliminating Inherent Waiting Time in Multi Label Active Learning Applied to Transformers COLING 2024
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents EMNLP 2024
OtterlyObsessedWithSemantics at SemEval-2024 Task 4: Developing a Hierarchical Multi-Label Classification Head for Large Language Models SEMEVAL 2024
CMDL: A Large-Scale Chinese Multi-Defendant Legal Judgment Prediction Dataset ACL 2024
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification AISTATS 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks ACL 2024
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction EMNLP 2024
CLaC at SemEval-2024 Task 4: Decoding Persuasion in Memes – An Ensemble of Language Models with Paraphrase Augmentation SEMEVAL 2024
EventNet-ITA: Italian Frame Parsing for Events EACL 2024
Prevalent Frequency of Emotional and Physical Symptoms in Social Anxiety using Zero Shot Classification: An Observational Study EACL 2024
Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification COLING 2024
So Hateful! Building a Multi-Label Hate Speech Annotated Arabic Dataset COLING 2024
Characterizing Information Seeking Events in Health-Related Social Discourse AAAI 2024
Spanning the Spectrum of Hatred Detection: A Persian Multi-Label Hate Speech Dataset with Annotator Rationales AAAI 2024