| Recovering Dropped Pronouns in Chinese Conversations via Modeling Their Referents | May 17, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Functorial Question Answering | May 17, 2019 | Question AnsweringSentence | CodeCode Available | 0 |
| A Multi-Task Learning Framework for Extracting Drugs and Their Interactions from Drug Labels | May 17, 2019 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| CHiVE: Varying Prosody in Speech Synthesis with a Linguistically Driven Dynamic Hierarchical Conditional Variational Network | May 17, 2019 | DecoderSentence | —Unverified | 0 |
| System Demo for Transfer Learning from Vision to Language using Domain Specific CNN Accelerator for On-Device NLP Applications | May 16, 2019 | SentenceSentiment Analysis | —Unverified | 0 |
| Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection | May 16, 2019 | Anomaly DetectionAttribute | —Unverified | 0 |
| Effective Sentence Scoring Method using Bidirectional Language Model for Speech Recognition | May 16, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization | May 16, 2019 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Learning Open Information Extraction of Implicit Relations from Reading Comprehension Datasets | May 15, 2019 | Common Sense ReasoningImplicit Relations | —Unverified | 0 |
| 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 |
| What do you learn from context? Probing for sentence structure in contextualized word representations | May 15, 2019 | Language ModellingSentence | CodeCode Available | 1 |
| Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets | May 15, 2019 | Selection biasSentence | CodeCode Available | 0 |
| Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation | May 14, 2019 | DecoderSentence | CodeCode Available | 1 |
| Extraction and Analysis of Clinically Important Follow-up Recommendations in a Large Radiology Dataset | May 14, 2019 | Sentence | CodeCode Available | 0 |
| Is Word Segmentation Necessary for Deep Learning of Chinese Representations? | May 14, 2019 | Chinese Word SegmentationDeep Learning | —Unverified | 0 |
| A Unified Linear-Time Framework for Sentence-Level Discourse Parsing | May 14, 2019 | Discourse ParsingSentence | CodeCode Available | 0 |
| Towards Content Transfer through Grounded Text Generation | May 13, 2019 | ArticlesForm | —Unverified | 0 |
| Automatic Inference of Minimalist Grammars using an SMT-Solver | May 8, 2019 | Sentence | —Unverified | 0 |
| MASS: Masked Sequence to Sequence Pre-training for Language Generation | May 7, 2019 | Conversational Response GenerationDecoder | CodeCode Available | 2 |
| Taming Pretrained Transformers for Extreme Multi-label Text Classification | May 7, 2019 | Extreme Multi-Label ClassificationGeneral Classification | CodeCode Available | 0 |
| A Large Parallel Corpus of Full-Text Scientific Articles | May 6, 2019 | ArticlesMachine Translation | —Unverified | 0 |
| A Parallel Corpus of Theses and Dissertations Abstracts | May 5, 2019 | Machine TranslationNMT | —Unverified | 0 |
| BVS Corpus: A Multilingual Parallel Corpus of Biomedical Scientific Texts | May 5, 2019 | ArticlesMachine Translation | CodeCode Available | 0 |
| A Typedriven Vector Semantics for Ellipsis with Anaphora using Lambek Calculus with Limited Contraction | May 5, 2019 | SentenceWord Embeddings | —Unverified | 0 |
| Contextualization of Morphological Inflection | May 4, 2019 | Morphological InflectionSentence | —Unverified | 0 |
| Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning | May 3, 2019 | DecoderSentence | CodeCode Available | 0 |
| Argument Identification in Public Comments from eRulemaking | May 2, 2019 | DiversitySentence | —Unverified | 0 |
| KnowBias: A Novel AI Method to Detect Polarity in Online Content | May 2, 2019 | ArticlesDomain Adaptation | —Unverified | 0 |
| Dense Temporal Convolution Network for Sign Language Translation | May 1, 2019 | SentenceSign Language Recognition | —Unverified | 0 |
| A Dynamic Semantics for Causal Counterfactuals | May 1, 2019 | counterfactualSentence | —Unverified | 0 |
| RNNs implicitly implement tensor-product representations | May 1, 2019 | Representation LearningSentence | CodeCode Available | 0 |
| Zero-training Sentence Embedding via Orthogonal Basis | May 1, 2019 | SentenceSentence Embedding | CodeCode Available | 0 |
| Multi-Task Learning for Semantic Parsing with Cross-Domain Sketch | May 1, 2019 | DecoderMulti-Task Learning | —Unverified | 0 |
| A NON-LINEAR THEORY FOR SENTENCE EMBEDDING | May 1, 2019 | SentenceSentence Embedding | —Unverified | 0 |
| Diverse Machine Translation with a Single Multinomial Latent Variable | May 1, 2019 | DiversityMachine Translation | —Unverified | 0 |
| Machine Translation With Weakly Paired Bilingual Documents | May 1, 2019 | Machine TranslationSentence | —Unverified | 0 |
| Improving Sentence Representations with Multi-view Frameworks | May 1, 2019 | MULTI-VIEW LEARNINGSentence | —Unverified | 0 |
| Improving Composition of Sentence Embeddings through the Lens of Statistical Relational Learning | May 1, 2019 | Natural Language InferencePrediction | —Unverified | 0 |
| NLProlog: Reasoning with Weak Unification for Natural Language Question Answering | May 1, 2019 | Question AnsweringSentence | —Unverified | 0 |
| Minimum Divergence vs. Maximum Margin: an Empirical Comparison on Seq2Seq Models | May 1, 2019 | Machine TranslationSentence | —Unverified | 0 |
| Looking for ELMo's friends: Sentence-Level Pretraining Beyond Language Modeling | May 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors | Apr 30, 2019 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| A self-attention based deep learning method for lesion attribute detection from CT reports | Apr 30, 2019 | AttributeSentence | —Unverified | 0 |
| Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction | Apr 29, 2019 | Attributeglobal-optimization | —Unverified | 0 |
| Neural Machine Translation with Recurrent Highway Networks | Apr 28, 2019 | DecoderLanguage Modelling | —Unverified | 0 |
| Several Experiments on Investigating Pretraining and Knowledge-Enhanced Models for Natural Language Inference | Apr 27, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Understanding Dataset Design Choices for Multi-hop Reasoning | Apr 27, 2019 | Multi-hop Question AnsweringMultiple-choice | —Unverified | 0 |
| Evaluating Recurrent Neural Network Explanations | Apr 26, 2019 | NegationSentence | —Unverified | 0 |
| Probing What Different NLP Tasks Teach Machines about Function Word Comprehension | Apr 25, 2019 | CCG SupertaggingLanguage Modeling | —Unverified | 0 |
| Pointing Novel Objects in Image Captioning | Apr 25, 2019 | DecoderImage Captioning | —Unverified | 0 |