| Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis | Jul 1, 2019 | Relation ExtractionSentence | CodeCode Available | 0 |
| EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition | Jul 1, 2019 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Zero-shot Word Sense Disambiguation using Sense Definition Embeddings | Jul 1, 2019 | Generalized Zero-Shot LearningGraph Embedding | CodeCode Available | 0 |
| Multi-grained Attention with Object-level Grounding for Visual Question Answering | Jul 1, 2019 | ObjectQuestion Answering | —Unverified | 0 |
| Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models | Jul 1, 2019 | NegationSemantic Composition | —Unverified | 0 |
| Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks | Jul 1, 2019 | ArticlesClaim Verification | —Unverified | 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 Mover's Similarity: Automatic Evaluation for Multi-Sentence Texts | Jul 1, 2019 | Reinforcement LearningSemantic Similarity | —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 |
| Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention | Jul 1, 2019 | SentenceSentence Summarization | CodeCode Available | 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 |
| Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text | Jul 1, 2019 | Anomaly DetectionContextual Anomaly Detection | CodeCode Available | 0 |
| Unsupervised Rewriter for Multi-Sentence Compression | Jul 1, 2019 | SentenceSentence Compression | —Unverified | 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 |
| Sentence-Level Agreement for Neural Machine Translation | Jul 1, 2019 | Machine TranslationNMT | —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 |
| ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification | Jul 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| You Only Need Attention to Traverse Trees | Jul 1, 2019 | Sentence | —Unverified | 0 |
| Neural Relation Extraction for Knowledge Base Enrichment | Jul 1, 2019 | DecoderEntity Disambiguation | —Unverified | 0 |
| Neural Machine Translation with Reordering Embeddings | Jul 1, 2019 | DecoderMachine Translation | —Unverified | 0 |
| Topic Tensor Network for Implicit Discourse Relation Recognition in Chinese | Jul 1, 2019 | RelationSentence | —Unverified | 0 |
| Transfer Capsule Network for Aspect Level Sentiment Classification | Jul 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Stochastic Tokenization with a Language Model for Neural Text Classification | Jul 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Unsupervised Parallel Sentence Extraction with Parallel Segment Detection Helps Machine Translation | Jul 1, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Cross-Sentence Grammatical Error Correction | Jul 1, 2019 | DecoderGrammatical Error Correction | CodeCode Available | 0 |
| Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses | Jul 1, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Generating Diverse Translations with Sentence Codes | Jul 1, 2019 | DiversityMachine Translation | —Unverified | 0 |
| Deep Bayesian Natural Language Processing | Jul 1, 2019 | Caption GenerationClustering | —Unverified | 0 |
| Graph-Based Meaning Representations: Design and Processing | Jul 1, 2019 | SentenceSurvey | CodeCode Available | 0 |
| Claim Extraction in Biomedical Publications using Deep Discourse Model and Transfer Learning | Jul 1, 2019 | SentenceTransfer Learning | CodeCode Available | 0 |
| Representation, Exploration and Recommendation of Music Playlists | Jul 1, 2019 | Music RecommendationSentence | —Unverified | 0 |
| Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations | Jul 1, 2019 | DecoderMachine Translation | —Unverified | 0 |
| A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling | Jun 30, 2019 | Intent DetectionSentence | CodeCode Available | 0 |
| Relating Simple Sentence Representations in Deep Neural Networks and the Brain | Jun 27, 2019 | Sentence | CodeCode Available | 0 |
| Inducing Syntactic Trees from BERT Representations | Jun 27, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion | Jun 27, 2019 | SentenceSentence Embeddings | —Unverified | 0 |
| User-Oriented Summaries Using a PSO Based Scoring Optimization Method | Jun 26, 2019 | SentenceText Summarization | —Unverified | 0 |
| Eliciting Knowledge from Experts:Automatic Transcript Parsing for Cognitive Task Analysis | Jun 26, 2019 | Relation ExtractionSentence | CodeCode Available | 0 |
| A Generative Model for Punctuation in Dependency Trees | Jun 26, 2019 | modelPunctuation Restoration | —Unverified | 0 |
| A Deep Decoder Structure Based on WordEmbedding Regression for An Encoder-Decoder Based Model for Image Captioning | Jun 26, 2019 | DecoderImage Captioning | —Unverified | 0 |