Few-shot Text Classification with Distributional Signatures Aug 16, 2019 Classification Few-Shot Text Classification
Code Code Available Adaptive Regularization of Labels Aug 15, 2019 Data Augmentation Knowledge Distillation
— Unverified On-Device Text Representations Robust To Misspellings via Projections Aug 14, 2019 Text Classification Word Embeddings
— Unverified Learning Credible Deep Neural Networks with Rationale Regularization Aug 13, 2019 text-classification Text Classification
— Unverified A Simple and Effective Approach for Fine Tuning Pre-trained Word Embeddings for Improved Text Classification Aug 7, 2019 General Classification Sentiment Analysis
Code Code Available Debiasing Embeddings for Reduced Gender Bias in Text Classification Aug 7, 2019 Classification General Classification
— Unverified A Deep Learning Approach for Tweet Classification and Rescue Scheduling for Effective Disaster Management Aug 5, 2019 Feature Engineering General Classification
— Unverified DELTA: A DEep learning based Language Technology plAtform Aug 2, 2019 Abstractive Text Summarization Deep Learning
Code Code Available Incorporating Figure Captions and Descriptive Text in MeSH Term Indexing Aug 1, 2019 Articles Deep Learning
Code Code Available Enhancing biomedical word embeddings by retrofitting to verb clusters Aug 1, 2019 Event Extraction Relation
Code Code Available hULMonA: The Universal Language Model in Arabic Aug 1, 2019 Arabic Sentiment Analysis General Classification
Code Code Available Using Functional Schemas to Understand Social Media Narratives Aug 1, 2019 Classification General Classification
Code Code Available Multi-label Hate Speech and Abusive Language Detection in Indonesian Twitter Aug 1, 2019 Abuse Detection Abusive Language
Code Code Available Learning Invariant Representations for Sentiment Analysis: The Missing Material is Datasets Jul 29, 2019 Domain Adaptation Sentiment Analysis
— Unverified 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 Supervised and Unsupervised Neural Approaches to Text Readability Jul 26, 2019 Classification Feature Engineering
Code Code Available Weakly Supervised Domain Detection Jul 26, 2019 Classification General Classification
Code Code Available Word Sense Disambiguation using Diffusion Kernel PCA Jul 21, 2019 Dimensionality Reduction Machine Translation
— Unverified Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches Jul 17, 2019 BIG-bench Machine Learning General Classification
— Unverified Mitigating Uncertainty in Document Classification Jul 17, 2019 Classification Document Classification
Code Code Available Can Unconditional Language Models Recover Arbitrary Sentences? Jul 10, 2019 Language Modeling Language Modelling
— Unverified To Tune or Not To Tune? How About the Best of Both Worlds? Jul 9, 2019 Language Modeling Language Modelling
Code Code Available Development of email classifier in Brazilian Portuguese using feature selection for automatic response Jul 8, 2019 Classification feature selection
— Unverified Predicting Customer Call Intent by Analyzing Phone Call Transcripts based on CNN for Multi-Class Classification Jul 8, 2019 General Classification Multi-class Classification
— Unverified Improving short text classification through global augmentation methods Jul 7, 2019 Articles Classification
Code Code Available Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model Jul 5, 2019 Intent Detection Natural Language Understanding
— Unverified Depth Growing for Neural Machine Translation Jul 3, 2019 Machine Translation NMT
Code Code Available Robust to Noise Models in Natural Language Processing Tasks Jul 1, 2019 Aspect Extraction named-entity-recognition
Code Code Available Large Dataset and Language Model Fun-Tuning for Humor Recognition Jul 1, 2019 Language Modeling Language Modelling
— Unverified Hierarchical Multi-label Classification of Text with Capsule Networks Jul 1, 2019 Attribute Classification
Code Code Available NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit Jul 1, 2019 Classification General Classification
— Unverified Hierarchical Transfer Learning for Multi-label Text Classification Jul 1, 2019 Binary Classification Classification
— Unverified Flamb\'e: A Customizable Framework for Machine Learning Experiments Jul 1, 2019 BIG-bench Machine Learning Language Modeling
— Unverified Learning How to Active Learn by Dreaming Jul 1, 2019 Active Learning named-entity-recognition
Code Code Available On-device Structured and Context Partitioned Projection Networks Jul 1, 2019 text-classification Text Classification
— Unverified Stochastic Tokenization with a Language Model for Neural Text Classification Jul 1, 2019 Classification General Classification
— Unverified Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings Jul 1, 2019 Classification General Classification
— Unverified Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency Jul 1, 2019 Adversarial Attack Classification
Code Code Available Effective Adversarial Regularization for Neural Machine Translation Jul 1, 2019 Machine Translation NMT
Code Code Available Deep Bayesian Natural Language Processing Jul 1, 2019 Caption Generation Clustering
— Unverified Is artificial data useful for biomedical Natural Language Processing algorithms? Jul 1, 2019 Relation Extraction Temporal Relation Extraction
— Unverified Cross-lingual Data Transformation and Combination for Text Classification Jun 23, 2019 Classification General Classification
— Unverified Graph Star Net for Generalized Multi-Task Learning Jun 21, 2019 Classification General Classification
Code Code Available Meta-learning of textual representations Jun 21, 2019 AutoML Meta-Learning
Code Code Available Text classification can distinguish mainstream and fringe scientific papers Jun 19, 2019 Classification text-classification
— Unverified Incorporating Priors with Feature Attribution on Text Classification Jun 19, 2019 Classification General Classification
— Unverified XLNet: Generalized Autoregressive Pretraining for Language Understanding Jun 19, 2019 Audio Question Answering Chinese Reading Comprehension
Code Code Available Text Readability Assessment for Second Language Learners Jun 18, 2019 Domain Adaptation Self-Learning
Code Code Available Learning Interpretable Models Using Uncertainty Oracles Jun 17, 2019 Bayesian Optimization Sentence Embedding
— Unverified 