| ELI5: Long Form Question Answering | Jul 22, 2019 | FormLanguage Modeling | CodeCode Available | 1 |
| Structure-Invariant Testing for Machine Translation | Jul 19, 2019 | Dependency ParsingMachine Translation | CodeCode Available | 1 |
| Lexical Simplification with Pretrained Encoders | Jul 14, 2019 | Language ModellingLexical Simplification | CodeCode Available | 1 |
| Second-Order Semantic Dependency Parsing with End-to-End Neural Networks | Jun 19, 2019 | Dependency ParsingSemantic Dependency Parsing | CodeCode Available | 1 |
| Transfer Learning for Causal Sentence Detection | Jun 18, 2019 | RelationRelation Extraction | CodeCode Available | 1 |
| An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis | Jun 17, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA | Jun 17, 2019 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling | Jun 17, 2019 | Question AnsweringQuestion Generation | CodeCode Available | 1 |
| Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good | Jun 16, 2019 | Persuasion StrategiesSentence | CodeCode Available | 1 |
| DocRED: A Large-Scale Document-Level Relation Extraction Dataset | Jun 14, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval | Jun 11, 2019 | Cross-Modal RetrievalMultiple Instance Learning | CodeCode Available | 1 |
| Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification | Jun 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Text-based Editing of Talking-head Video | Jun 4, 2019 | Face ModelSentence | CodeCode Available | 1 |
| A large-scale study of the effects of word frequency and predictability in naturalistic reading | Jun 1, 2019 | RetrievalSentence | CodeCode Available | 1 |
| Learning to Generate Grounded Visual Captions without Localization Supervision | Jun 1, 2019 | Image CaptioningLanguage Modelling | CodeCode Available | 1 |
| SemBleu: A Robust Metric for AMR Parsing Evaluation | May 26, 2019 | AMR ParsingGraph Matching | CodeCode Available | 1 |
| ArSentD-LEV: A Multi-Topic Corpus for Target-based Sentiment Analysis in Arabic Levantine Tweets | May 25, 2019 | SentenceSentiment Analysis | CodeCode Available | 1 |
| What do you learn from context? Probing for sentence structure in contextualized word representations | May 15, 2019 | Language ModellingSentence | CodeCode Available | 1 |
| When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion | May 15, 2019 | Machine TranslationNMT | CodeCode Available | 1 |
| Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation | May 14, 2019 | DecoderSentence | CodeCode Available | 1 |
| Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring | Apr 22, 2019 | Conversational Response SelectionSentence | CodeCode Available | 1 |
| BERTScore: Evaluating Text Generation with BERT | Apr 21, 2019 | Image CaptioningMachine Translation | CodeCode Available | 1 |
| Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction | Apr 16, 2019 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 |
| UniVSE: Robust Visual Semantic Embeddings via Structured Semantic Representations | Apr 11, 2019 | Contrastive LearningCross-Modal Retrieval | CodeCode Available | 1 |
| Jointly Measuring Diversity and Quality in Text Generation Models | Apr 8, 2019 | DiversitySentence | CodeCode Available | 1 |
