Turkish Text Classification: From Lexicon Analysis to Bidirectional Transformer Aug 21, 2020 BIG-bench Machine Learning Classification
— Unverified Detecting and Classifying Malevolent Dialogue Responses: Taxonomy, Data and Methodology Aug 21, 2020 Classification General Classification
— Unverified HeteGCN: Heterogeneous Graph Convolutional Networks for Text Classification Aug 19, 2020 Classification General Classification
— Unverified A Survey of Active Learning for Text Classification using Deep Neural Networks Aug 17, 2020 Active Learning Classification
— Unverified Label-Wise Document Pre-Training for Multi-Label Text Classification Aug 15, 2020 Classification Document Classification
Code Code Available Quaternion Graph Neural Networks Aug 12, 2020 General Classification Graph Classification
Code Code Available Model Robustness with Text Classification: Semantic-preserving adversarial attacks Aug 12, 2020 Adversarial Attack Classification
— Unverified Text Classification based on Multi-granularity Attention Hybrid Neural Network Aug 12, 2020 Classification General Classification
— Unverified Context Reinforced Neural Topic Modeling over Short Texts Aug 11, 2020 text-classification Text Classification
Code Code Available A Comparison of Synthetic Oversampling Methods for Multi-class Text Classification Aug 11, 2020 Classification General Classification
— Unverified Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks Aug 9, 2020 Adversarial Attack Image Classification
Code Code Available A Survey on Text Classification: From Shallow to Deep Learning Aug 2, 2020 Classification Deep Learning
Code Code Available Cross-context News Corpus for Protest Events related Knowledge Base Construction Aug 1, 2020 Active Learning Articles
Code Code Available Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Jul 31, 2020 Continual Pretraining
Code Code Available Text-based classification of interviews for mental health -- juxtaposing the state of the art Jul 29, 2020 Audio Classification Classification
Code Code Available MLR-SNet: Transferable LR Schedules for Heterogeneous Tasks Jul 29, 2020 text-classification Text Classification
— Unverified Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification Jul 29, 2020 Classification General Classification
— Unverified Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available Diagnosing Concept Drift with Visual Analytics Jul 28, 2020 Drift Detection text-classification
— Unverified NoPropaganda at SemEval-2020 Task 11: A Borrowed Approach to Sequence Tagging and Text Classification Jul 25, 2020 Articles Decoder
Code Code Available Effect of Text Processing Steps on Twitter Sentiment Classification using Word Embedding Jul 25, 2020 Classification General Classification
— Unverified HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts Jul 23, 2020 Sentiment Analysis Sentiment Classification
Code Code Available Inferring Political Preferences from Twitter Jul 21, 2020 Sentiment Analysis text-classification
— Unverified Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding Jul 18, 2020 text-classification Text Classification
Code Code Available Training with reduced precision of a support vector machine model for text classification Jul 17, 2020 CPU General Classification
— Unverified Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis Jul 16, 2020 Sentiment Analysis Sentiment Classification
Code Code Available Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-based Neural Networks Jul 15, 2020 Medical Diagnosis Text Classification
— Unverified Add a SideNet to your MainNet Jul 14, 2020 General Classification Knowledge Distillation
— Unverified An Enhanced Text Classification to Explore Health based Indian Government Policy Tweets Jul 13, 2020 General Classification Text Augmentation
— Unverified Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification Jul 11, 2020 Classification Data Poisoning
— Unverified 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 Text Data Augmentation: Towards better detection of spear-phishing emails Jul 4, 2020 Data Augmentation General Classification
— Unverified ProtoryNet - Interpretable Text Classification Via Prototype Trajectories Jul 3, 2020 Classification General Classification
Code Code Available A Novel BGCapsule Network for Text Classification Jul 2, 2020 Classification General Classification
— Unverified Lightme: Analysing Language in Internet Support Groups for Mental Health Jul 2, 2020 text-classification Text Classification
— Unverified Towards Reversal-Based Textual Data Augmentation for NLI Problems with Opposable Classes Jul 1, 2020 Data Augmentation Sentence
— Unverified A Comparison of Identification Methods of Brazilian Music Styles by Lyrics Jul 1, 2020 BIG-bench Machine Learning Classification
— Unverified Understanding Attention for Text Classification Jul 1, 2020 Classification General Classification
— Unverified Text Classification with Negative Supervision Jul 1, 2020 Classification General Classification
— Unverified SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling Jul 1, 2020 Chunking General Classification
— Unverified Contextualized Weak Supervision for Text Classification Jul 1, 2020 Classification General Classification
Code Code Available To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks Jul 1, 2020 Language Modeling Language Modelling
— Unverified GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples Jul 1, 2020 General Classification Sentence
Code Code Available Label Noise in Context Jul 1, 2020 text-classification Text Classification
— Unverified Feature Projection for Improved Text Classification Jul 1, 2020 Classification General Classification
— Unverified Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? Jul 1, 2020 General Classification text-classification
— Unverified Tchebycheff Procedure for Multi-task Text Classification Jul 1, 2020 Classification General Classification
— Unverified Zero-shot Text Classification via Reinforced Self-training Jul 1, 2020 Classification General Classification
— Unverified Hierarchy-Aware Global Model for Hierarchical Text Classification Jul 1, 2020 Classification General Classification
— Unverified Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder Jul 1, 2020 Classification General Classification
— Unverified 