Qwen Technical Report Sep 28, 2023 Language Modeling Language Modelling
Code Code Available 65 An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text May 9, 2023 Classification Decoder
Code Code Available 15 MatchXML: 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 15 Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning Jun 6, 2021 Diversity Multi Label Text Classification
Code Code Available 15 DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction Oct 10, 2023 Classification Knowledge Graphs
Code Code Available 15 LightXML: 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 15 Multi-Label Text Classification using Attention-based Graph Neural Network Mar 22, 2020 Classification General Classification
Code Code Available 15 Tag Recommendation for Online Q&A Communities based on BERT Pre-Training Technique Oct 10, 2020 Multi-Label Text Classification TAG
Code Code Available 15 Towards Robustness to Label Noise in Text Classification via Noise Modeling Jan 27, 2021 Classification General Classification
Code Code Available 15 Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution Sep 10, 2021 Document Classification Multi-Label Text Classification
Code Code Available 15 HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification May 24, 2023 Hierarchical Multi-label Classification Multi-Label Classification
Code Code Available 15 Does Head Label Help for Long-Tailed Multi-Label Text Classification Jan 24, 2021 General Classification Multi Label Text Classification
Code Code Available 15 Large-Scale Multi-Label Text Classification on EU Legislation Jun 5, 2019 Classification General Classification
Code Code Available 15 Pretrained 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 15 The 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 15 Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification Feb 11, 2022 Contrastive Learning Multi Label Text Classification
Code Code Available 15 Open-world Multi-label Text Classification with Extremely Weak Supervision Jul 8, 2024 Keyword Extraction Language Modelling
Code Code Available 15 OTSeq2Set: 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 15 Instances 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 15 Hierarchical Multi-Label Classification of Scientific Documents Nov 5, 2022 Classification Hierarchical Multi-label Classification
Code Code Available 15 MATCH: Metadata-Aware Text Classification in A Large Hierarchy Feb 15, 2021 Classification General Classification
Code Code Available 15 Explainable 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 15 Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification Jan 13, 2021 General Classification Hierarchical Multi-label Classification
Code Code Available 15 TTD: 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 15 ECLARE: Extreme Classification with Label Graph Correlations Jul 31, 2021 Classification Extreme Multi-Label Classification
Code Code Available 15 AttentionXML: 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 15 Are We Really Making Much Progress in Text Classification? A Comparative Review Apr 8, 2022 Classification Decoder
Code Code Available 15 Co-attention network with label embedding for text classification Nov 4, 2021 Classification Multi-class Classification
Code Code Available 15 MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network Feb 24, 2020 Document Classification General Classification
Code Code Available 15 Compositional Generalization for Multi-label Text Classification: A Data-Augmentation Approach Dec 18, 2023 Classification Data Augmentation
Code Code Available 15 An 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 15 Exploiting Global and Local Hierarchies for Hierarchical Text Classification May 5, 2022 Classification Multi Label Text Classification
Code Code Available 15 Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation Sep 21, 2023 Benchmarking Classification
Code Code Available 15 Correlation Networks for Extreme Multi-label Text Classification Aug 23, 2022 Classification Multi Label Text Classification
Code Code Available 15 Dataset 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 15 An Empirical Evaluation of Deep Learning for ICD-9 Code Assignment using MIMIC-III Clinical Notes Feb 7, 2018 BIG-bench Machine Learning Deep Learning
Code Code Available 05 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 Jul 11, 2023 Contrastive Learning Multi Label Text Classification
Code Code Available 05 CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification Oct 29, 2022 Extreme Multi-Label Classification Multi-Label Classification
Code Code Available 05 Label-Wise Document Pre-Training for Multi-Label Text Classification Aug 15, 2020 Classification Document Classification
Code Code Available 05 LA-HCN: Label-based Attention for Hierarchical Multi-label TextClassification Neural Network Sep 23, 2020 Multi Label Text Classification Multi-Label Text Classification
Code Code Available 05 Taming Pretrained Transformers for Extreme Multi-label Text Classification May 7, 2019 Extreme Multi-Label Classification General Classification
Code Code Available 05 Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification May 24, 2019 General Classification Multi Label Text Classification
Code Code Available 05 Label-Specific Document Representation for Multi-Label Text Classification Nov 1, 2019 Classification General Classification
Code Code Available 05 Large Scale Legal Text Classification Using Transformer Models Oct 24, 2020 Classification General Classification
Code Code Available 05 I-AID: Identifying Actionable Information from Disaster-related Tweets Aug 4, 2020 Graph Attention Management
Code Code Available 05 Hierarchical 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 05 Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models Dec 12, 2022 Multi Label Text Classification Multi-Label Text Classification
Code Code Available 05 Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning Apr 4, 2021 Benchmarking Multi Label Text Classification
Code Code Available 05 PatentBERT: Patent Classification with Fine-Tuning a pre-trained BERT Model May 14, 2019 Classification General Classification
Code Code Available 05 Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification Jun 9, 2019 Classification General Classification
Code Code Available 05