| PAWS: Paraphrase Adversaries from Word Scrambling | Apr 1, 2019 | Paraphrase IdentificationSentence | CodeCode Available | 0 |
| Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle | Apr 1, 2019 | Constituency ParsingSentence | CodeCode Available | 0 |
| Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions | Mar 30, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Machine translation considering context information using Encoder-Decoder model | Mar 30, 2019 | DecoderMachine Translation | —Unverified | 0 |
| Structured Minimally Supervised Learning for Neural Relation Extraction | Mar 29, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Mining Discourse Markers for Unsupervised Sentence Representation Learning | Mar 28, 2019 | Relation ClassificationRepresentation Learning | CodeCode Available | 0 |
| Distilling Task-Specific Knowledge from BERT into Simple Neural Networks | Mar 28, 2019 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Learning semantic sentence representations from visually grounded language without lexical knowledge | Mar 27, 2019 | Grounded language learningLearning Semantic Representations | CodeCode Available | 0 |
| Hierarchical Attention Generative Adversarial Networks for Cross-domain Sentiment Classification | Mar 27, 2019 | ClassificationDomain Adaptation | —Unverified | 0 |
| Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems | Mar 27, 2019 | Adversarial AttackSentence | CodeCode Available | 0 |
| A model for structured information representation in neural networks | Mar 26, 2019 | Information RetrievalRetrieval | —Unverified | 0 |
| Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus | Mar 26, 2019 | Decoderreinforcement-learning | —Unverified | 0 |
| SciBERT: A Pretrained Language Model for Scientific Text | Mar 26, 2019 | Citation Intent ClassificationDependency Parsing | CodeCode Available | 1 |
| Simple Applications of BERT for Ad Hoc Document Retrieval | Mar 26, 2019 | Ad-Hoc Information RetrievalQuestion Answering | CodeCode Available | 0 |
| Unpaired Image Captioning via Scene Graph Alignments | Mar 26, 2019 | DecoderImage Captioning | —Unverified | 0 |
| On Measuring Social Biases in Sentence Encoders | Mar 25, 2019 | SentenceWord Embeddings | CodeCode Available | 0 |
| Relation extraction between the clinical entities based on the shortest dependency path based LSTM | Mar 24, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Pre-trained Language Model Representations for Language Generation | Mar 22, 2019 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 0 |
| Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition | Mar 22, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence | Mar 22, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Selective Attention for Context-aware Neural Machine Translation | Mar 21, 2019 | DecoderMachine Translation | CodeCode Available | 0 |
| Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer | Mar 21, 2019 | Response GenerationSentence | —Unverified | 0 |
| Neural Speed Reading with Structural-Jump-LSTM | Mar 20, 2019 | Sentence | CodeCode Available | 0 |
| Neural Check-Worthiness Ranking with Weak Supervision: Finding Sentences for Fact-Checking | Mar 20, 2019 | Fact CheckingMisinformation | —Unverified | 0 |
| Left-to-Right Dependency Parsing with Pointer Networks | Mar 20, 2019 | Dependency ParsingSentence | CodeCode Available | 0 |
