Qwen Technical Report Sep 28, 2023 Language Modeling Language Modelling
Code Code Available 6An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text May 9, 2023 Classification Decoder
Code Code Available 1Hierarchical Multi-Label Classification of Scientific Documents Nov 5, 2022 Classification Hierarchical Multi-label Classification
Code Code Available 1Towards Robustness to Label Noise in Text Classification via Noise Modeling Jan 27, 2021 Classification General Classification
Code Code Available 1ECLARE: Extreme Classification with Label Graph Correlations Jul 31, 2021 Classification Extreme Multi-Label Classification
Code Code Available 1Large-Scale Multi-Label Text Classification on EU Legislation Jun 5, 2019 Classification General Classification
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 1MATCH: Metadata-Aware Text Classification in A Large Hierarchy Feb 15, 2021 Classification General Classification
Code Code Available 1Open-world Multi-label Text Classification with Extremely Weak Supervision Jul 8, 2024 Keyword Extraction Language Modelling
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 1Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning Jun 6, 2021 Diversity 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 1Does Head Label Help for Long-Tailed Multi-Label Text Classification Jan 24, 2021 General Classification Multi Label Text 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 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 1Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification Jan 13, 2021 General Classification Hierarchical Multi-label 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 1Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification Feb 11, 2022 Contrastive Learning Multi Label Text Classification
Code Code Available 1Multi-Label Text Classification using Attention-based Graph Neural Network Mar 22, 2020 Classification General 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 1Tag Recommendation for Online Q&A Communities based on BERT Pre-Training Technique Oct 10, 2020 Multi-Label Text Classification TAG
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 1Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution Sep 10, 2021 Document Classification Multi-Label Text Classification
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 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 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 1Co-attention network with label embedding for text classification Nov 4, 2021 Classification Multi-class Classification
Code Code Available 1DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction Oct 10, 2023 Classification Knowledge Graphs
Code Code Available 1Compositional Generalization for Multi-label Text Classification: A Data-Augmentation Approach Dec 18, 2023 Classification Data Augmentation
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 1Exploiting Global and Local Hierarchies for Hierarchical Text Classification May 5, 2022 Classification Multi Label Text Classification
Code Code Available 1Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation Sep 21, 2023 Benchmarking Classification
Code Code Available 1Correlation Networks for Extreme Multi-label Text Classification Aug 23, 2022 Classification Multi Label Text 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 1Comparison of Machine Learning Methods for Multi-label Classification of Nursing Education and Licensure Exam Questions Nov 1, 2020 Classification Multi-Label Classification
— Unverified 0A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification Sep 10, 2018 Deep Reinforcement Learning General Classification
— Unverified 0ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks May 23, 2024 Continual 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 0Extreme Multi-label Text Classification with Multi-layer Experts Nov 16, 2021 Classification Multi Label Text Classification
— Unverified 0A Multi-Dimensional, Cross-Domain and Hierarchy-Aware Neural Architecture for ISO-Standard Dialogue Act Tagging Oct 1, 2022 Multi Label Text Classification Multi-Label Text Classification
— Unverified 0BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification Oct 27, 2022 Multi Label Text Classification Multi-Label Text Classification
— Unverified 0A Debiased Nearest Neighbors Framework for Multi-Label Text Classification Aug 6, 2024 Contrastive Learning Multi Label Text Classification
— Unverified 0BdLAN:BERTdoc Label Attention Networks for Multi-label text classification May 16, 2021 Classification Information Retrieval
— Unverified 0Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN Jul 1, 2022 Deep Learning Multi Label Text Classification
— Unverified 0Active learning for medical code assignment Apr 12, 2021 Active Learning Decision Making
— Unverified 0Extreme Multi-label Text Classification with Pseudo Label Descriptions Nov 16, 2021 Classification Multi Label Text Classification
— Unverified 0Extreme Zero-Shot Learning for Extreme Text Classification Jan 16, 2022 Classification Multi Label Text Classification
— Unverified 0Exploiting Dynamic and Fine-grained Semantic Scope for Extreme Multi-label Text Classification May 24, 2022 Multi Label Text Classification Multi-Label Text Classification
— Unverified 0Enhancing Chinese Multi-Label Text Classification Performance with Response-based Knowledge Distillation Nov 1, 2022 Knowledge Distillation Multi Label Text Classification
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