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Multi-Label Text Classification

Papers archive 2025-07-28

archive papers tagged: 171 · with a code link: 78 · where Syntology ran a sample: 12 (8 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (12 of 171 tagged: 8 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 171 of 171, 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.

• Recent Advances in Hierarchical Multi-label Text Classification: A Survey
  30 Jul 2023 0 repositories listed
• DEFTri: A Few-Shot Label Fused Contextual Representation Learning For Product Defect Triage in e-Commerce
  21 Jul 2023 0 repositories listed
• Imbalanced Multi-label Classification for Business-related Text with Moderately Large Label Spaces
  12 Jun 2023 0 repositories listed
• Retrieval-augmented Multi-label Text Classification
  22 May 2023 0 repositories listed
• F-PABEE: Flexible-patience-based Early Exiting for Single-label and Multi-label text Classification Tasks
  21 May 2023 0 repositories listed
• What Do Patients Say About Their Disease Symptoms? Deep Multilabel Text Classification With Human-in-the-Loop Curation for Automatic Labeling of Patient Self Reports of Problems
  8 May 2023 0 repositories listed
• Label Dependencies-aware Set Prediction Networks for Multi-label Text Classification
  14 Apr 2023 0 repositories listed
• Adopting the Multi-answer Questioning Task with an Auxiliary Metric for Extreme Multi-label Text Classification Utilizing the Label Hierarchy
  2 Mar 2023 0 repositories listed
• CinPatent: Datasets for Patent Classification
  23 Dec 2022 0 repositories listed
• Harnessing label semantics to extract higher performance under noisy label for Company to Industry matching
  3 Dec 2022 0 repositories listed
• An Effective Deployment of Contrastive Learning in Multi-label Text Classification
  1 Dec 2022 0 repositories listed
• Pairwise Instance Relation Augmentation for Long-tailed Multi-label Text Classification
  19 Nov 2022 0 repositories listed
• Enhancing Chinese Multi-Label Text Classification Performance with Response-based Knowledge Distillation
  1 Nov 2022 0 repositories listed
• CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification
  29 Oct 2022 0 repositories listed
• BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification
  27 Oct 2022 0 repositories listed
• A Multi-Dimensional, Cross-Domain and Hierarchy-Aware Neural Architecture for ISO-Standard Dialogue Act Tagging
  1 Oct 2022 0 repositories listed
• 生成模型在层次结构极限多标签文本分类中的应用(Generation Model for Hierarchical Extreme Multi-label Text Classification)
  1 Oct 2022 0 repositories listed
• Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN
  1 Jul 2022 0 repositories listed
• HITMI&T at SemEval-2022 Task 4: Investigating Task-Adaptive Pretraining And Attention Mechanism On PCL Detection
  1 Jul 2022 0 repositories listed
• SSN_NLP_MLRG at SemEval-2022 Task 4: Ensemble Learning strategies to detect Patronizing and Condescending Language
  1 Jul 2022 0 repositories listed
• Investigating Active Learning Sampling Strategies for Extreme Multi Label Text Classification
  1 Jun 2022 0 repositories listed
• Exploiting Dynamic and Fine-grained Semantic Scope for Extreme Multi-label Text Classification
  24 May 2022 0 repositories listed
• RaFoLa: A Rationale-Annotated Corpus for Detecting Indicators of Forced Labour
  5 May 2022 0 repositories listed
• Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification
  1 May 2022 0 repositories listed
• HFT-ONLSTM: Hierarchical and Fine-Tuning Multi-label Text Classification
  18 Apr 2022 0 repositories listed
• An Ensemble Learning Based Approach to Multi-label Power Text Classification for Fault-type Recognition
  13 Apr 2022 0 repositories listed
• Exploiting Local and Global Features in Transformer-based Extreme Multi-label Text Classification
  2 Apr 2022 0 repositories listed
• Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions
  2 Apr 2022 0 repositories listed
• Extreme Zero-Shot Learning for Extreme Text Classification
  16 Jan 2022 0 repositories listed
• 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
• Hostility Detection and Covid-19 Fake News Detection in Social Media
  15 Jan 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
• Data-Efficient Pretraining via Contrastive Self-Supervision
  2 Oct 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
• Multi-label Relation Modeling in Facial Action Units Detection
  4 Feb 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
• Aggression Identification and Multi Lingual Word Embeddings
  1 Aug 2018 0 repositories listed
• EMR Coding with Semi-Parametric Multi-Head Matching Networks
  1 Jun 2018 0 repositories listed
• Initializing neural networks for hierarchical multi-label text classification
  1 Aug 2017 0 repositories listed
• Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence
  1 Jun 2016 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