Text Classification Using Label Names Only: A Language Model Self-Training Approach Oct 14, 2020 Classification Document Classification
Code Code Available Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search Oct 14, 2020 Classification Question Answering
Code Code Available Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization Oct 11, 2020 Network Pruning text-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 Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis Oct 9, 2020 Hate Speech Detection Multi-Label Classification
Code Code Available Denoising Multi-Source Weak Supervision for Neural Text Classification Oct 9, 2020 Classification Denoising
Code Code Available Simplifying the explanation of deep neural networks with sufficient and necessary feature-sets: case of text classification Oct 8, 2020 text-classification Text Classification
Code Code Available Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation Oct 6, 2020 Language Modeling Language Modelling
Code Code Available The Multilingual Amazon Reviews Corpus Oct 6, 2020 Classification Cross-Lingual Transfer
Code Code Available Identifying Spurious Correlations for Robust Text Classification Oct 6, 2020 Classification feature selection
Code Code Available Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder Oct 6, 2020 Classification General Classification
Code Code Available Lifelong Language Knowledge Distillation Oct 5, 2020 Knowledge Distillation Language Modelling
Code Code Available Self-training Improves Pre-training for Natural Language Understanding Oct 5, 2020 Data Augmentation Few-Shot Learning
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 Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers Oct 1, 2020 Classification General Classification
Code Code Available Neural RST-based Evaluation of Discourse Coherence Sep 30, 2020 Coherence Evaluation Discourse Parsing
Code Code Available NatCat: Weakly Supervised Text Classification with Naturally Annotated Resources Sep 29, 2020 Classification General Classification
Code Code Available iNLTK: Natural Language Toolkit for Indic Languages Sep 26, 2020 Data Augmentation Paraphrase Generation
Code Code Available A Diagnostic Study of Explainability Techniques for Text Classification Sep 25, 2020 Classification Diagnostic
Code Code Available A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks Sep 19, 2020 Classification General Classification
Code Code Available Improving Indonesian Text Classification Using Multilingual Language Model Sep 12, 2020 Classification General Classification
Code Code Available Modern Methods for Text Generation Sep 10, 2020 BIG-bench Machine Learning text-classification
Code Code Available Rank over Class: The Untapped Potential of Ranking in Natural Language Processing Sep 10, 2020 Classification General Classification
Code Code Available Meta-Learning with Sparse Experience Replay for Lifelong Language Learning Sep 10, 2020 Continual Learning Lifelong learning
Code Code Available Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function Sep 8, 2020 Classification General Classification
Code Code Available Quaternion Graph Neural Networks Aug 12, 2020 General Classification Graph Classification
Code Code Available 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 Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding Jul 18, 2020 text-classification Text Classification
Code Code Available Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis Jul 16, 2020 Sentiment Analysis Sentiment Classification
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 Contextualized Weak Supervision for Text Classification Jul 1, 2020 Classification General Classification
Code Code Available GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples Jul 1, 2020 General Classification Sentence
Code Code Available Blacklight: Scalable Defense for Neural Networks against Query-Based Black-Box Attacks Jun 24, 2020 image-classification Image Classification
Code Code Available Sparse and Continuous Attention Mechanisms Jun 12, 2020 Machine Translation Question Answering
Code Code Available Discrete Latent Variable Representations for Low-Resource Text Classification Jun 11, 2020 Classification General Classification
Code Code Available Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing Jun 5, 2020 Decoder Reading Comprehension
Code Code Available Concept Matching for Low-Resource Classification Jun 1, 2020 Classification General Classification
Code Code Available Linguistic Features for Readability Assessment May 30, 2020 Deep Learning Text Classification
Code Code Available Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP May 29, 2020 Dependency Parsing Language Modeling
Code Code Available SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions May 29, 2020 text-classification Text Classification
Code Code Available ParsBERT: Transformer-based Model for Persian Language Understanding May 26, 2020 model Named Entity Recognition
Code Code Available BERTweet: A pre-trained language model for English Tweets May 20, 2020 Language Modeling Language Modelling
Code Code Available Establishing Baselines for Text Classification in Low-Resource Languages May 5, 2020 Classification General Classification
Code Code Available Exploring and Predicting Transferability across NLP Tasks May 2, 2020 Language Modeling Language Modelling
Code Code Available On the Generalization Effects of Linear Transformations in Data Augmentation May 2, 2020 Data Augmentation text-classification
Code Code Available MTSI-BERT: A Session-aware Knowledge-based Conversational Agent May 1, 2020 Chatbot intent-classification
Code Code Available Offensive language detection in Arabic using ULMFiT May 1, 2020 General Classification Language Modeling
Code Code Available Universal Adversarial Attacks with Natural Triggers for Text Classification May 1, 2020 Classification General Classification
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