| Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models | Jul 1, 2019 | NegationSemantic Composition | —Unverified | 0 |
| Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text | Jul 1, 2019 | Anomaly DetectionContextual Anomaly Detection | CodeCode Available | 0 |
| DisSent: Learning Sentence Representations from Explicit Discourse Relations | Jul 1, 2019 | Dependency ParsingNatural Language Understanding | CodeCode Available | 0 |
| BERT-based Lexical Substitution | Jul 1, 2019 | Sentence | CodeCode Available | 0 |
| Long-Distance Dependencies Don't Have to Be Long: Simplifying through Provably (Approximately) Optimal Permutations | Jul 1, 2019 | General ClassificationInductive Bias | —Unverified | 0 |
| Discourse Representation Parsing for Sentences and Documents | Jul 1, 2019 | Semantic ParsingSentence | —Unverified | 0 |
| Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks | Jul 1, 2019 | ArticlesClaim Verification | —Unverified | 0 |
| Leveraging Local and Global Patterns for Self-Attention Networks | Jul 1, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Level-Up: Learning to Improve Proficiency Level of Essays | Jul 1, 2019 | Sentence | —Unverified | 0 |
| De-Mixing Sentiment from Code-Mixed Text | Jul 1, 2019 | SentenceSentiment Analysis | —Unverified | 0 |
| Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study | Jul 1, 2019 | Formality Style TransferGrammatical Error Correction | —Unverified | 0 |
| An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing | Jul 1, 2019 | Dependency ParsingSentence | —Unverified | 0 |
| Unsupervised Rewriter for Multi-Sentence Compression | Jul 1, 2019 | SentenceSentence Compression | —Unverified | 0 |
| Sentence-Level Agreement for Neural Machine Translation | Jul 1, 2019 | Machine TranslationNMT | —Unverified | 0 |
| Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence Texts | Jul 1, 2019 | Reinforcement LearningSemantic Similarity | —Unverified | 0 |
| Zero-shot Word Sense Disambiguation using Sense Definition Embeddings | Jul 1, 2019 | Generalized Zero-Shot LearningGraph Embedding | CodeCode Available | 0 |
| Attention and Lexicon Regularized LSTM for Aspect-based Sentiment Analysis | Jul 1, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Corpus Creation and Analysis for Named Entity Recognition in Telugu-English Code-Mixed Social Media Data | Jul 1, 2019 | Entity Extraction using GANnamed-entity-recognition | —Unverified | 0 |
| Controlling Grammatical Error Correction Using Word Edit Rate | Jul 1, 2019 | Grammatical Error CorrectionSentence | —Unverified | 0 |
| Controllable Text Simplification with Lexical Constraint Loss | Jul 1, 2019 | SentenceText Simplification | —Unverified | 0 |
| Towards Turkish Abstract Meaning Representation | Jul 1, 2019 | Abstract Meaning RepresentationSentence | —Unverified | 0 |
| A Spreading Activation Framework for Tracking Conceptual Complexity of Texts | Jul 1, 2019 | Reading ComprehensionSentence | —Unverified | 0 |
| Confusionset-guided Pointer Networks for Chinese Spelling Check | Jul 1, 2019 | Sentence | —Unverified | 0 |
| Putting Evaluation in Context: Contextual Embeddings Improve Machine Translation Evaluation | Jul 1, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Wide-Coverage Neural A* Parsing for Minimalist Grammars | Jul 1, 2019 | Sentence | —Unverified | 0 |
