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

NL4IA at SemEval-2023 Task 3: A Comparison of Sequence Classification and Token Classification to Detect Persuasive Techniques SEMEVAL 2023

SUTNLP at SemEval-2023 Task 4: LG-Transformer for Human Value Detection SEMEVAL 2023

Mao-Zedong at SemEval-2023 Task 4: Label Represention Multi-Head Attention Model with Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification ACL 2023

PAI at SemEval-2023 Task 4: A General Multi-label Classification System with Class-balanced Loss Function and Ensemble Module SEMEVAL 2023

Lauri Ingman at SemEval-2023 Task 4: A Chain Classifier for Identifying Human Values behind Arguments SEMEVAL 2023

Brooke-English at SemEval-2023 Task 5: Clickbait Spoiling SEMEVAL 2023

Appeal for Attention at SemEval-2023 Task 3: Data augmentation extension strategies for detection of online news persuasion techniques ACL 2023

Kb at SemEval-2023 Task 3: On Multitask Hierarchical BERT Base Neural Network for Multi-label Persuasion Techniques Detection ACL 2023

SemEval-2023 Task 4: ValueEval: Identification of Human Values Behind Arguments ACL 2023

MDACE: MIMIC Documents Annotated with Code Evidence ACL 2023

Converge at WASSA 2023 Empathy, Emotion and Personality Shared Task: A Transformer-based Approach for Multi-Label Emotion Classification ACL 2023

Multi-Label Self-Supervised Learning with Scene Images ICCV 2023

Knowledge Amalgamation for Multi-Label Classification via Label Dependency Transfer AAAI 2023

BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification ICCV 2023

Trigger Warning Assignment as a Multi-Label Document Classification Problem ACL 2023

SemEval-2023 Task 3: Detecting the Category, the Framing, and the Persuasion Techniques in Online News in a Multi-lingual Setup ACL 2023

[RETRACTED] Findings of WASSA 2023 Shared Task: Multi-Label and Multi-Class Emotion Classification on Code-Mixed Text Messages ACL 2023

Towards Multi-label Unknown Intent Detection COLING 2022

Psychotherapy is Not One Thing: Simultaneous Modeling of Different Therapeutic Approaches NAACL 2022

PLM-ICD: Automatic ICD Coding with Pretrained Language Models NAACL 2022

Establishing Annotation Quality in Multi-label Annotations COLING 2022

TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding COLING 2022

Improved Deep Unsupervised Hashing with Fine-grained Semantic Similarity Mining for Multi-Label Image Retrieval IJCAI 2022

Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition COLING 2022

Use All the Labels: A Hierarchical Multi-Label Contrastive Learning Framework CVPR 2022