Browse State-of-the-Art › Multi-Label Classification › Papers, page 6
Multi-Label Classification
Papers archive 2025-07-28
archive papers tagged: 1,198 · with a code link: 459 · where Syntology ran a sample: 75 (57 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (75 of 1,198 tagged: 57 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument)
Page 6 of 12: papers 501 to 600 of 1,198, 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.
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The Multiplex Classification Framework: optimizing multi-label classifiers through problem transformation, ontology engineering, and model ensembling18 Dec 2024 0 repositories listed
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Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?6 Dec 2024 0 repositories listed
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Incomplete Multi-view Multi-label Classification via a Dual-level Contrastive Learning Framework27 Nov 2024 0 repositories listed
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Evaluating LLM Prompts for Data Augmentation in Multi-label Classification of Ecological Texts22 Nov 2024 0 repositories listed
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LTCXNet: Advancing Chest X-Ray Analysis with Solutions for Long-Tailed Multi-Label Classification and Fairness Challenges16 Nov 2024 0 repositories listed
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Semantic segmentation on multi-resolution optical and microwave data using deep learning12 Nov 2024 0 repositories listed
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A Similarity-Based Oversampling Method for Multi-label Imbalanced Text Data1 Nov 2024 0 repositories listed
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Label Cluster Chains for Multi-Label Classification1 Nov 2024 0 repositories listed
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Large Language Models for Patient Comments Multi-Label Classification31 Oct 2024 0 repositories listed
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Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss27 Oct 2024 0 repositories listed
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Hoeffding adaptive trees for multi-label classification on data streams26 Oct 2024 0 repositories listed
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RE-tune: Incremental Fine Tuning of Biomedical Vision-Language Models for Multi-label Chest X-ray Classification23 Oct 2024 0 repositories listed
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BanTH: A Multi-label Hate Speech Detection Dataset for Transliterated Bangla17 Oct 2024 0 repositories listed
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Similarity-Dissimilarity Loss for Multi-label Supervised Contrastive Learning17 Oct 2024 0 repositories listed
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Exploring space efficiency in a tree-based linear model for extreme multi-label classification12 Oct 2024 0 repositories listed
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Enhancing Hyperspectral Image Prediction with Contrastive Learning in Low-Label Regime10 Oct 2024 0 repositories listed
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When the Small-Loss Trick is Not Enough: Multi-Label Image Classification with Noisy Labels Applied to CCTV Sewer Inspections10 Oct 2024 0 repositories listed
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Causal Micro-Narratives7 Oct 2024 0 repositories listed
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Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis4 Oct 2024 0 repositories listed
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Online Multi-Label Classification under Noisy and Changing Label Distribution3 Oct 2024 0 repositories listed
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Suicide Phenotyping from Clinical Notes in Safety-Net Psychiatric Hospital Using Multi-Label Classification with Pre-Trained Language Models27 Sep 2024 0 repositories listed
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Examining the Rat in the Tunnel: Interpretable Multi-Label Classification of Tor-based Malware25 Sep 2024 0 repositories listed
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A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification19 Sep 2024 0 repositories listed
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A Simpler Alternative to Variational Regularized Counterfactual Risk Minimization15 Sep 2024 0 repositories listed
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Acoustic identification of individual animals with hierarchical contrastive learning13 Sep 2024 0 repositories listed
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Conformal Distributed Remote Inference in Sensor Networks Under Reliability and Communication Constraints12 Sep 2024 0 repositories listed
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Task-Augmented Cross-View Imputation Network for Partial Multi-View Incomplete Multi-Label Classification12 Sep 2024 0 repositories listed
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GraphEx: A Graph-based Extraction Method for Advertiser Keyphrase Recommendation5 Sep 2024 0 repositories listed
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Medical Report Generation Is A Multi-label Classification Problem30 Aug 2024 0 repositories listed
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Deep Learning-Based Automatic Multi-Level Airway Collapse Monitoring on Obstructive Sleep Apnea Patients28 Aug 2024 0 repositories listed
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Automatic Differential Diagnosis using Transformer-Based Multi-Label Sequence Classification28 Aug 2024 0 repositories listed
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A Multi-Task and Multi-Label Classification Model for Implicit Discourse Relation Recognition16 Aug 2024 0 repositories listed
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From Lazy to Prolific: Tackling Missing Labels in Open Vocabulary Extreme Classification by Positive-Unlabeled Sequence Learning16 Aug 2024 0 repositories listed
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Only One Relation Possible? Modeling the Ambiguity in Event Temporal Relation Extraction14 Aug 2024 0 repositories listed
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HiLight: A Hierarchy-aware Light Global Model with Hierarchical Local ConTrastive Learning11 Aug 2024 0 repositories listed
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Robust Domain Generalization for Multi-modal Object Recognition11 Aug 2024 0 repositories listed
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Cost-constrained multi-label group feature selection using shadow features3 Aug 2024 0 repositories listed
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Domain Shift Analysis in Chest Radiographs Classification in a Veterans Healthcare Administration Population30 Jul 2024 0 repositories listed
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23 Jul 2024 0 repositories listed
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MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models17 Jul 2024 0 repositories listed
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Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification12 Jul 2024 0 repositories listed
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Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-Label Classification9 Jul 2024 0 repositories listed
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Investigating Self-Supervised Methods for Label-Efficient Learning25 Jun 2024 0 repositories listed
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Cherry on the Cake: Fairness is NOT an Optimization Problem24 Jun 2024 0 repositories listed
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Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels24 Jun 2024 0 repositories listed
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A General Online Algorithm for Optimizing Complex Performance Metrics20 Jun 2024 0 repositories listed
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Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit17 Jun 2024 0 repositories listed
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Optimizing Multi-Stuttered Speech Classification: Leveraging Whisper's Encoder for Efficient Parameter Reduction in Automated Assessment9 Jun 2024 0 repositories listed
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Multi-Label Classification for Implicit Discourse Relation Recognition6 Jun 2024 0 repositories listed
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Explainable machine learning multi-label classification of Spanish legal judgements27 May 2024 0 repositories listed
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Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification24 May 2024 0 repositories listed
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Investigating Persuasion Techniques in Arabic: An Empirical Study Leveraging Large Language Models21 May 2024 0 repositories listed
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Transformer models as an efficient replacement for statistical test suites to evaluate the quality of random numbers6 May 2024 0 repositories listed
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UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification4 May 2024 0 repositories listed
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Learning label-label correlations in Extreme Multi-label Classification via Label Features3 May 2024 0 repositories listed
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Using In-Service Train Vibration for Detecting Railway Maintenance Needs3 May 2024 0 repositories listed
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Explainable Multi-Label Classification of MBTI Types2 May 2024 0 repositories listed
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Learning Multiple Object States from Actions via Large Language Models2 May 2024 0 repositories listed
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Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning26 Apr 2024 0 repositories listed
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Federated Learning with Only Positive Labels by Exploring Label Correlations24 Apr 2024 0 repositories listed
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Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification17 Apr 2024 0 repositories listed
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A Complexity Map of Probabilistic Reasoning for Neurosymbolic Classification Techniques12 Apr 2024 0 repositories listed
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Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition10 Apr 2024 0 repositories listed
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Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark10 Apr 2024 0 repositories listed
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Hierarchical Insights: Exploiting Structural Similarities for Reliable 3D Semantic Segmentation9 Apr 2024 0 repositories listed
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Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding8 Apr 2024 0 repositories listed
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Supervised Gradual Machine Learning for Aspect Category Detection8 Apr 2024 0 repositories listed
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Diverse and Tailored Image Generation for Zero-shot Multi-label Classification4 Apr 2024 0 repositories listed
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Modeling Weather Uncertainty for Multi-weather Co-Presence Estimation29 Mar 2024 0 repositories listed
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Tabular Learning: Encoding for Entity and Context Embeddings28 Mar 2024 0 repositories listed
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Looking Beyond What You See: An Empirical Analysis on Subgroup Intersectional Fairness for Multi-label Chest X-ray Classification Using Social Determinants of Racial Health Inequities27 Mar 2024 0 repositories listed
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Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports26 Mar 2024 0 repositories listed
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Determined Multi-Label Learning via Similarity-Based Prompt25 Mar 2024 0 repositories listed
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Ranking Distillation for Open-Ended Video Question Answering with Insufficient Labels21 Mar 2024 0 repositories listed
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Neural Field Classifiers via Target Encoding and Classification Loss2 Mar 2024 0 repositories listed
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Embedded Multi-label Feature Selection via Orthogonal Regression1 Mar 2024 0 repositories listed
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Automated Machine Learning for Multi-Label Classification28 Feb 2024 0 repositories listed
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Improving Neural-based Classification with Logical Background Knowledge20 Feb 2024 0 repositories listed
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Towards Improved Imbalance Robustness in Continual Multi-Label Learning with Dual Output Spiking Architecture (DOSA)7 Feb 2024 0 repositories listed
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Hierarchical Multi-Label Classification of Online Vaccine Concerns1 Feb 2024 0 repositories listed
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Deep Learning for Multi-Label Learning: A Comprehensive Survey29 Jan 2024 0 repositories listed
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The Right Model for the Job: An Evaluation of Legal Multi-Label Classification Baselines22 Jan 2024 0 repositories listed
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Attention-Based Recurrent Neural Network For Automatic Behavior Laying Hen Recognition18 Jan 2024 0 repositories listed
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Deep learning enhanced mixed integer optimization: Learning to reduce model dimensionality17 Jan 2024 0 repositories listed
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EVOKE: Emotion Enabled Virtual Avatar Mapping Using Optimized Knowledge Distillation13 Jan 2024 0 repositories listed
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Class-Incremental Learning for Multi-Label Audio Classification9 Jan 2024 0 repositories listed
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Query-Based Knowledge Sharing for Open-Vocabulary Multi-Label Classification2 Jan 2024 0 repositories listed
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Aspect category learning and sentimental analysis using weakly supervised learning24 Dec 2023 0 repositories listed
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Automated Clinical Coding for Outpatient Departments21 Dec 2023 0 repositories listed
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Hierarchical Classification of Financial Transactions Through Context-Fusion of Transformer-based Embeddings and Taxonomy-aware Attention Layer12 Dec 2023 0 repositories listed
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Enhancing Medical Specialty Assignment to Patients using NLP Techniques9 Dec 2023 0 repositories listed
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Text as Image: Learning Transferable Adapter for Multi-Label Classification7 Dec 2023 0 repositories listed
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Prompted Zero-Shot Multi-label Classification of Factual Incorrectness in Machine-Generated Summaries2 Dec 2023 0 repositories listed
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Learning Section Weights for Multi-Label Document Classification26 Nov 2023 0 repositories listed
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Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification10 Nov 2023 0 repositories listed
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Mental Health Diagnosis in the Digital Age: Harnessing Sentiment Analysis on Social Media Platforms upon Ultra-Sparse Feature Content9 Nov 2023 0 repositories listed
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TLMCM Network for Medical Image Hierarchical Multi-Label Classification1 Nov 2023 0 repositories listed
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Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT31 Oct 2023 0 repositories listed
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A Multi-Modal Multilingual Benchmark for Document Image Classification25 Oct 2023 0 repositories listed
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What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies23 Oct 2023 0 repositories listed