User-Guided Aspect Classification for Domain-Specific Texts Apr 30, 2020 Classification General Classification
Code Code Available Learning to Faithfully Rationalize by Construction Apr 30, 2020 Feature Importance text-classification
Code Code Available TAVAT: Token-Aware Virtual Adversarial Training for Language Understanding Apr 30, 2020 Natural Language Understanding text-classification
Code Code Available A Batch Normalized Inference Network Keeps the KL Vanishing Away Apr 27, 2020 Dialogue Generation Language Modeling
Code Code Available MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification Apr 25, 2020 Classification Data Augmentation
Code Code Available Semi-Supervised Models via Data Augmentationfor Classifying Interactive Affective Responses Apr 23, 2020 Data Augmentation Semi-Supervised Text Classification
Code Code Available A Gamma-Poisson Mixture Topic Model for Short Text Apr 23, 2020 text-classification Text Classification
Code Code Available The Right Tool for the Job: Matching Model and Instance Complexities Apr 16, 2020 Natural Language Inference text-classification
Code Code Available VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification Apr 12, 2020 Classification General Classification
Code Code Available An Empirical Study of Invariant Risk Minimization Apr 10, 2020 text-classification Text Classification
Code Code Available Deep Learning Based Text Classification: A Comprehensive Review Apr 6, 2020 BIG-bench Machine Learning Classification
Code Code Available Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection Apr 4, 2020 Classification Decision Making
Code Code Available Multi-Label Text Classification using Attention-based Graph Neural Network Mar 22, 2020 Classification General Classification
Code Code Available Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data Mar 16, 2020 Classification Data Augmentation
Code Code Available MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network Feb 24, 2020 Document Classification General Classification
Code Code Available Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation Feb 24, 2020 Natural Language Inference text-classification
Code Code Available Gradient-Based Adversarial Training on Transformer Networks for Detecting Check-Worthy Factual Claims Feb 18, 2020 text-classification Text Classification
Code Code Available Incorporating BERT into Neural Machine Translation Feb 17, 2020 Decoder Machine Translation
Code Code Available Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Jan 21, 2020 Few-Shot Text Classification General Classification
Code Code Available Tensor Graph Convolutional Networks for Text Classification Jan 12, 2020 Classification General Classification
Code Code Available Stacked DeBERT: All Attention in Incomplete Data for Text Classification Jan 1, 2020 All Chatbot
Code Code Available Learning Data Manipulation for Augmentation and Weighting Oct 28, 2019 Data Augmentation Reinforcement Learning
Code Code Available PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level Emotion Recognition Oct 20, 2019 Emotion Recognition Sentence
Code Code Available An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Sep 4, 2019 Benchmarking General Classification
Code Code Available Neural Attentive Bag-of-Entities Model for Text Classification Sep 3, 2019 Classification General Classification
Code Code Available Few-shot Text Classification with Distributional Signatures Aug 16, 2019 Classification Few-Shot Text Classification
Code Code Available Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment Jul 27, 2019 Adversarial Text General Classification
Code Code Available RoBERTa: A Robustly Optimized BERT Pretraining Approach Jul 26, 2019 Common Sense Reasoning Document Image Classification
Code Code Available Effective Adversarial Regularization for Neural Machine Translation Jul 1, 2019 Machine Translation NMT
Code Code Available XLNet: Generalized Autoregressive Pretraining for Language Understanding Jun 19, 2019 Audio Question Answering Chinese Reading Comprehension
Code Code Available Large-Scale Multi-Label Text Classification on EU Legislation Jun 5, 2019 Classification General Classification
Code Code Available Variational Pretraining for Semi-supervised Text Classification Jun 5, 2019 Classification General Classification
Code Code Available How to Fine-Tune BERT for Text Classification? May 14, 2019 General Classification Language Modeling
Code Code Available Unsupervised Data Augmentation for Consistency Training Apr 29, 2019 Data Augmentation Image Augmentation
Code Code Available DocBERT: BERT for Document Classification Apr 17, 2019 Classification Document Classification
Code Code Available Text Classification Algorithms: A Survey Apr 17, 2019 BIG-bench Machine Learning Classification
Code Code Available Induction Networks for Few-Shot Text Classification Feb 27, 2019 Few-Shot Text Classification General Classification
Code Code Available Simplifying Graph Convolutional Networks Feb 19, 2019 Graph Regression Image Classification
Code Code Available Parameter-Efficient Transfer Learning for NLP Feb 2, 2019 Image Classification Text Classification
Code Code Available Learning to Remember More with Less Memorization Jan 5, 2019 Memorization Sentiment Analysis
Code Code Available 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 Graph Convolutional Networks for Text Classification Sep 15, 2018 General Classification Sentiment Analysis
Code Code Available The Natural Language Decathlon: Multitask Learning as Question Answering Jun 20, 2018 Decoder Domain Adaptation
Code Code Available Representation Learning of Entities and Documents from Knowledge Base Descriptions Jun 8, 2018 Entity Typing General Classification
Code Code Available Universal Sentence Encoder Mar 29, 2018 Conversational Response Selection Semantic Textual Similarity
Code Code Available Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers Jan 13, 2018 Adversarial Text General Classification
Code Code Available ALL-IN-1: Short Text Classification with One Model for All Languages Oct 26, 2017 All General Classification
Code Code Available HDLTex: Hierarchical Deep Learning for Text Classification Sep 24, 2017 Classification Deep Learning
Code Code Available Deconvolutional Paragraph Representation Learning Aug 16, 2017 General Classification Representation Learning
Code Code Available Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean? Aug 8, 2017 General Classification Text Classification
Code Code Available 