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Multi Label Text Classification

Papers archive 2025-07-28

archive papers tagged: 136 · with a code link: 49 · where Syntology ran a sample: 3 (3 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (3 of 136 tagged: 3 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 136 of 136, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• HCL-MTC Hierarchical Contrastive Learning for Multi-label Text Classification
  16 Jan 2022 0 repositories listed
• Multi-Aspect co-Attentional Collaborative Filtering for Extreme Multi-label Text Classification
  16 Jan 2022 0 repositories listed
• Khmer Text Classification Using Word Embedding and Neural Networks
  13 Dec 2021 0 repositories listed
• MUCIC at ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Using N-grams and Multilingual Sentence Encoders
  1 Dec 2021 0 repositories listed
• Extreme Multi-label Text Classification with Pseudo Label Descriptions
  16 Nov 2021 0 repositories listed
• Extreme Multi-label Text Classification with Multi-layer Experts
  16 Nov 2021 0 repositories listed
• Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations
  1 Nov 2021 0 repositories listed
• Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification
  1 Nov 2021 0 repositories listed
• Multi-Label Text Classification by Graph Neural Network with Mixing Operations
  16 Oct 2021 0 repositories listed
• Re-evaluating Extreme Multi-label Text Classification Methods in Tail Label Prediction
  16 Oct 2021 0 repositories listed
• Modeling label correlations implicitly through latent label encodings for multi-label text classification
  29 Sep 2021 0 repositories listed
• A Dutch Dataset for Cross-lingual Multilabel Toxicity Detection
  1 Sep 2021 0 repositories listed
• Label-Specific Dual Graph Neural Network for Multi-Label Text Classification
  1 Aug 2021 0 repositories listed
• Label prompt for multi-label text classification
  18 Jun 2021 0 repositories listed
• On Evaluation and Improvement of Tail Label Performance for Multi-label Text Classification
  16 Jun 2021 0 repositories listed
• TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names
  1 Jun 2021 0 repositories listed
• BdLAN:BERTdoc Label Attention Networks for Multi-label text classification
  16 May 2021 0 repositories listed
• Active learning for medical code assignment
  12 Apr 2021 0 repositories listed
• LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification
  26 Mar 2021 0 repositories listed
• GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification
  10 Dec 2020 0 repositories listed
• Comparison of Machine Learning Methods for Multi-label Classification of Nursing Education and Licensure Exam Questions
  1 Nov 2020 0 repositories listed
• HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification
  1 Nov 2020 0 repositories listed
• Imbalanced Chinese Multi-label Text Classification Based on Alternating Attention
  1 Oct 2020 0 repositories listed
• Self-supervised Contrastive Zero to Few-shot Learning from Small, Long-tailed Text data
  28 Sep 2020 0 repositories listed
• Hierarchy-Aware Global Model for Hierarchical Text Classification
  1 Jul 2020 0 repositories listed
• Joint Embedding of Words and Category Labels for Hierarchical Multi-label Text Classification
  6 Apr 2020 0 repositories listed
• Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Cluster for Extreme Multi-label Text Classification
  1 Jan 2020 0 repositories listed
• Generalized Zero-shot ICD Coding
  28 Sep 2019 0 repositories listed
• Hierarchical Transfer Learning for Multi-label Text Classification
  1 Jul 2019 0 repositories listed
• NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
  1 Jul 2019 0 repositories listed
• Extreme Multi-Label Legal Text Classification: A case study in EU Legislation
  26 May 2019 0 repositories listed
• HAXMLNet: Hierarchical Attention Network for Extreme Multi-Label Text Classification
  24 Mar 2019 0 repositories listed
• A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification
  10 Sep 2018 0 repositories listed
• Initializing neural networks for hierarchical multi-label text classification
  1 Aug 2017 0 repositories listed
• Large-scale Multi-label Text Classification - Revisiting Neural Networks
  19 Dec 2013 0 repositories listed
• Global Model for Hierarchical Multi-Label Text Classification
  1 Oct 2013 0 repositories listed