Medical Code Prediction from Discharge Summary: Document to Sequence BERT using Sequence Attention Jun 15, 2021 Medical Code Prediction Medical Diagnosis
Code Code Available 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 Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning Jun 6, 2021 Diversity Multi Label Text Classification
Code Code Available TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names Jun 1, 2021 Classification Multi Label Text Classification
— Unverified BdLAN:BERTdoc Label Attention Networks for Multi-label text classification May 16, 2021 Classification Information Retrieval
— Unverified Active learning for medical code assignment Apr 12, 2021 Active Learning Decision Making
— Unverified 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 LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification Mar 26, 2021 Classification General Classification
— Unverified MATCH: Metadata-Aware Text Classification in A Large Hierarchy Feb 15, 2021 Classification General Classification
Code Code Available Towards Robustness to Label Noise in Text Classification via Noise Modeling Jan 27, 2021 Classification General Classification
Code Code Available Does Head Label Help for Long-Tailed Multi-Label Text Classification Jan 24, 2021 General Classification Multi Label Text Classification
Code Code Available Divide and Conquer: An Ensemble Approach for Hostile Post Detection in Hindi Jan 20, 2021 Multi-class Classification Multi-Label Text Classification
Code Code Available Hostility Detection and Covid-19 Fake News Detection in Social Media Jan 15, 2021 Abusive Language Fake News Detection
— Unverified Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification Jan 13, 2021 General Classification Hierarchical Multi-label Classification
Code Code Available 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 GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification Dec 10, 2020 Clustering General Classification
— Unverified Comparison of Machine Learning Methods for Multi-label Classification of Nursing Education and Licensure Exam Questions Nov 1, 2020 Classification Multi-Label Classification
— Unverified HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification Nov 1, 2020 General Classification Multi Label Text Classification
— Unverified 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 Large Scale Legal Text Classification Using Transformer Models Oct 24, 2020 Classification General Classification
Code Code Available Tag Recommendation for Online Q&A Communities based on BERT Pre-Training Technique Oct 10, 2020 Multi-Label Text Classification TAG
Code Code Available 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 Data-Efficient Pretraining via Contrastive Self-Supervision Oct 2, 2020 Fairness Few-Shot Learning
— Unverified Imbalanced Chinese Multi-label Text Classification Based on Alternating Attention Oct 1, 2020 Classification Multi Label Text Classification
— Unverified Self-supervised Contrastive Zero to Few-shot Learning from Small, Long-tailed Text data Sep 28, 2020 Few-Shot Learning Multi Label Text Classification
— Unverified 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 Label-Wise Document Pre-Training for Multi-Label Text Classification Aug 15, 2020 Classification Document Classification
Code Code Available I-AID: Identifying Actionable Information from Disaster-related Tweets Aug 4, 2020 Graph Attention Management
Code Code Available 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 Hierarchy-Aware Global Model for Hierarchical Text Classification Jul 1, 2020 Classification General Classification
— Unverified Joint Embedding of Words and Category Labels for Hierarchical Multi-label Text Classification Apr 6, 2020 Classification General Classification
— Unverified Deep Learning Based Multi-Label Text Classification of UNGA Resolutions Apr 1, 2020 Classification Deep Learning
Code Code Available Multi-Label Text Classification using Attention-based Graph Neural Network Mar 22, 2020 Classification General Classification
Code Code Available MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network Feb 24, 2020 Document Classification General Classification
Code Code Available Multi-label Relation Modeling in Facial Action Units Detection Feb 4, 2020 General Classification Multi-Label Classification
— Unverified Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Cluster for Extreme Multi-label Text Classification Jan 1, 2020 Multi Label Text Classification Multi-Label Text Classification
— Unverified PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI Dec 19, 2019 BIG-bench Machine Learning Classification
Code Code Available t-SS3: a text classifier with dynamic n-grams for early risk detection over text streams Nov 11, 2019 Anorexia Detection Classification
Code Code Available Label-Specific Document Representation for Multi-Label Text Classification Nov 1, 2019 Classification General Classification
Code Code Available Generalized Zero-shot ICD Coding Sep 28, 2019 Classification General Classification
— Unverified Multi-label Hate Speech and Abusive Language Detection in Indonesian Twitter Aug 1, 2019 Abuse Detection Abusive Language
Code Code Available Hierarchical Multi-label Classification of Text with Capsule Networks Jul 1, 2019 Attribute Classification
Code Code Available Hierarchical Transfer Learning for Multi-label Text Classification Jul 1, 2019 Binary Classification Classification
— Unverified NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit Jul 1, 2019 Classification General Classification
— Unverified Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification Jun 9, 2019 Classification General Classification
Code Code Available Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications Jun 6, 2019 General Classification Multi-Label Text Classification
Code Code Available Large-Scale Multi-Label Text Classification on EU Legislation Jun 5, 2019 Classification General Classification
Code Code Available Extreme Multi-Label Legal Text Classification: A case study in EU Legislation May 26, 2019 General Classification Multi Label Text Classification
— Unverified 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 PatentBERT: Patent Classification with Fine-Tuning a pre-trained BERT Model May 14, 2019 Classification General Classification
Code Code Available 