Qwen Technical Report Sep 28, 2023 Language Modeling Language Modelling
Code Code Available 6Open-world Multi-label Text Classification with Extremely Weak Supervision Jul 8, 2024 Keyword Extraction Language Modelling
Code Code Available 1TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias Mar 30, 2024 Multi-Label Text Classification Open Vocabulary Semantic Segmentation
Code Code Available 1Compositional Generalization for Multi-label Text Classification: A Data-Augmentation Approach Dec 18, 2023 Classification Data Augmentation
Code Code Available 1DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction Oct 10, 2023 Classification Knowledge Graphs
Code Code Available 1Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification Oct 8, 2023 Contrastive Learning Multi-Label Classification
Code Code Available 1Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation Sep 21, 2023 Benchmarking Classification
Code Code Available 1MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label Text Classification Aug 25, 2023 Multi Label Text Classification Multi-Label Text Classification
Code Code Available 1HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification May 24, 2023 Hierarchical Multi-label Classification Multi-Label Classification
Code Code Available 1An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text May 9, 2023 Classification Decoder
Code Code Available 1The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study Feb 7, 2023 Language Modelling Multi Label Text Classification
Code Code Available 1Hierarchical Multi-Label Classification of Scientific Documents Nov 5, 2022 Classification Hierarchical Multi-label Classification
Code Code Available 1OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification Oct 26, 2022 Multi Label Text Classification Multi-Label Text Classification
Code Code Available 1Correlation Networks for Extreme Multi-label Text Classification Aug 23, 2022 Classification Multi Label Text Classification
Code Code Available 1Exploiting Global and Local Hierarchies for Hierarchical Text Classification May 5, 2022 Classification Multi Label Text Classification
Code Code Available 1Are We Really Making Much Progress in Text Classification? A Comparative Review Apr 8, 2022 Classification Decoder
Code Code Available 1Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification Feb 11, 2022 Contrastive Learning Multi Label Text Classification
Code Code Available 1Co-attention network with label embedding for text classification Nov 4, 2021 Classification Multi-class Classification
Code Code Available 1Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution Sep 10, 2021 Document Classification Multi-Label Text Classification
Code Code Available 1ECLARE: Extreme Classification with Label Graph Correlations Jul 31, 2021 Classification Extreme Multi-Label Classification
Code Code Available 1Dataset of Propaganda Techniques of the State-Sponsored Information Operation of the People's Republic of China Jun 14, 2021 Multi Label Text Classification Multi-Label Text Classification
Code Code Available 1Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning Jun 6, 2021 Diversity Multi Label Text Classification
Code Code Available 1MATCH: Metadata-Aware Text Classification in A Large Hierarchy Feb 15, 2021 Classification General Classification
Code Code Available 1Towards Robustness to Label Noise in Text Classification via Noise Modeling Jan 27, 2021 Classification General Classification
Code Code Available 1Does Head Label Help for Long-Tailed Multi-Label Text Classification Jan 24, 2021 General Classification Multi Label Text Classification
Code Code Available 1Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification Jan 13, 2021 General Classification Hierarchical Multi-label Classification
Code Code Available 1LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification Jan 9, 2021 General Classification Multi Label Text Classification
Code Code Available 1Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation Oct 29, 2020 Diagnostic Medical Code Prediction
Code Code Available 1Tag Recommendation for Online Q&A Communities based on BERT Pre-Training Technique Oct 10, 2020 Multi-Label Text Classification TAG
Code Code Available 1An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels Oct 4, 2020 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
Code Code Available 1Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification Jul 5, 2020 Multi-Label Text Classification Text Classification
Code Code Available 1Multi-Label Text Classification using Attention-based Graph Neural Network Mar 22, 2020 Classification General Classification
Code Code Available 1MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network Feb 24, 2020 Document Classification General Classification
Code Code Available 1Large-Scale Multi-Label Text Classification on EU Legislation Jun 5, 2019 Classification General Classification
Code Code Available 1AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification Nov 1, 2018 General Classification Multi-Label Text Classification
Code Code Available 1KDH-MLTC: Knowledge Distillation for Healthcare Multi-Label Text Classification May 12, 2025 Classification Hyperparameter Optimization
— Unverified 0QUAD-LLM-MLTC: Large Language Models Ensemble Learning for Healthcare Text Multi-Label Classification Feb 20, 2025 Computational Efficiency Ensemble Learning
— Unverified 0Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text Feb 18, 2025 Authorship Attribution Language Modeling
Code Code Available 0Retrieval-augmented Encoders for Extreme Multi-label Text Classification Feb 15, 2025 Extreme Multi-Label Classification Memorization
— Unverified 0Hierarchical Text Classification (HTC) vs. eXtreme Multilabel Classification (XML): Two Sides of the Same Medal Nov 20, 2024 Classification Multi Label Text Classification
Code Code Available 0A Similarity-Based Oversampling Method for Multi-label Imbalanced Text Data Nov 1, 2024 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
— Unverified 0Large Language Models for Patient Comments Multi-Label Classification Oct 31, 2024 De-identification Few-Shot Learning
— Unverified 0Don't Just Pay Attention, PLANT It: Transfer L2R Models to Fine-tune Attention in Extreme Multi-Label Text Classification Oct 30, 2024 Decoder Learning-To-Rank
— Unverified 0A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference Oct 18, 2024 Causal Inference counterfactual
— Unverified 0Similarity-Dissimilarity Loss for Multi-label Supervised Contrastive Learning Oct 17, 2024 Contrastive Learning Multi-Label Classification
Code Code Available 0Exploring space efficiency in a tree-based linear model for extreme multi-label classification Oct 12, 2024 Extreme Multi-Label Classification Multi-Label Classification
— Unverified 0A Debiased Nearest Neighbors Framework for Multi-Label Text Classification Aug 6, 2024 Contrastive Learning Multi Label Text Classification
— Unverified 0A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts Jul 21, 2024 Articles Multi Label Text Classification
— Unverified 0LegalTurk Optimized BERT for Multi-Label Text Classification and NER Jun 30, 2024 Multi Label Text Classification Multi-Label Text Classification
— Unverified 0ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks May 23, 2024 Continual Learning Multi Label Text Classification
— Unverified 0