| Emerald 110k: A Multidisciplinary Dataset for Abstract Sentence Classification | Apr 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Twitter Sentiment Analysis using Distributed Word and Sentence Representation | Apr 1, 2019 | SentenceSentiment Analysis | —Unverified | 0 |
| Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle | Apr 1, 2019 | Constituency ParsingSentence | CodeCode Available | 0 |
| Machine translation considering context information using Encoder-Decoder model | Mar 30, 2019 | DecoderMachine Translation | —Unverified | 0 |
| Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions | Mar 30, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Structured Minimally Supervised Learning for Neural Relation Extraction | Mar 29, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Distilling Task-Specific Knowledge from BERT into Simple Neural Networks | Mar 28, 2019 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Mining Discourse Markers for Unsupervised Sentence Representation Learning | Mar 28, 2019 | Relation ClassificationRepresentation Learning | 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 |
| Unpaired Image Captioning via Scene Graph Alignments | Mar 26, 2019 | DecoderImage Captioning | —Unverified | 0 |
| Simple Applications of BERT for Ad Hoc Document Retrieval | Mar 26, 2019 | Ad-Hoc Information RetrievalQuestion Answering | 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 |
| 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 |
| Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition | Mar 22, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Pre-trained Language Model Representations for Language Generation | Mar 22, 2019 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 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 |
| Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer | Mar 21, 2019 | Response GenerationSentence | —Unverified | 0 |
| Selective Attention for Context-aware Neural Machine Translation | Mar 21, 2019 | DecoderMachine Translation | CodeCode Available | 0 |
| Left-to-Right Dependency Parsing with Pointer Networks | Mar 20, 2019 | Dependency ParsingSentence | CodeCode Available | 0 |
| Neural Check-Worthiness Ranking with Weak Supervision: Finding Sentences for Fact-Checking | Mar 20, 2019 | Fact CheckingMisinformation | —Unverified | 0 |
| Neural Speed Reading with Structural-Jump-LSTM | Mar 20, 2019 | Sentence | CodeCode Available | 0 |
| compare-mt: A Tool for Holistic Comparison of Language Generation Systems | Mar 19, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| An Effective Label Noise Model for DNN Text Classification | Mar 18, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving Lemmatization of Non-Standard Languages with Joint Learning | Mar 16, 2019 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Imbalanced multi-label classification using multi-task learning with extractive summarization | Mar 16, 2019 | ClassificationExtractive Summarization | CodeCode Available | 0 |
| Formality Style Transfer with Hybrid Textual Annotations | Mar 15, 2019 | Formality Style TransferSentence | —Unverified | 0 |
| A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks | Mar 15, 2019 | BenchmarkingCitation Recommendation | CodeCode Available | 0 |
| MirrorGAN: Learning Text-to-image Generation by Redescription | Mar 14, 2019 | DiversityImage Generation | CodeCode Available | 0 |
| Show, Translate and Tell | Mar 14, 2019 | Cross-Modal RetrievalImage Captioning | CodeCode Available | 0 |
| Partially Shuffling the Training Data to Improve Language Models | Mar 11, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Context-Aware Cross-Lingual Mapping | Mar 8, 2019 | RetrievalSentence | CodeCode Available | 0 |
| Small-world networks for summarization of biomedical articles | Mar 7, 2019 | ArticlesInformativeness | —Unverified | 0 |
| Human Attention in Image Captioning: Dataset and Analysis | Mar 6, 2019 | Image CaptioningImage Description | CodeCode Available | 0 |
| Sentence Embedding Alignment for Lifelong Relation Extraction | Mar 6, 2019 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| A Hybrid Approach for Aspect-Based Sentiment Analysis Using a Lexicalized Domain Ontology and Attentional Neural Models | Mar 4, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Fine-grained lesion annotation in CT images with knowledge mined from radiology reports | Mar 4, 2019 | Sentence | —Unverified | 0 |
| Efficient Contextual Representation Learning With Continuous Outputs | Mar 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Open Information Extraction from Question-Answer Pairs | Mar 1, 2019 | Open Information ExtractionSentence | —Unverified | 0 |
| DREAM: A Challenge Data Set and Models for Dialogue-Based Reading Comprehension | Mar 1, 2019 | Dialogue UnderstandingMultiple-choice | —Unverified | 0 |
| Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data | Mar 1, 2019 | DenoisingGrammatical Error Correction | CodeCode Available | 0 |
| Where's My Head? Definition, Data Set, and Models for Numeric Fused-Head Identification and Resolution | Mar 1, 2019 | Sentence | —Unverified | 0 |
| Reinforcement Learning based Curriculum Optimization for Neural Machine Translation | Feb 28, 2019 | Machine TranslationNMT | —Unverified | 0 |
| Non-Parametric Adaptation for Neural Machine Translation | Feb 28, 2019 | Domain AdaptationMachine Translation | —Unverified | 0 |
| Better, Faster, Stronger Sequence Tagging Constituent Parsers | Feb 28, 2019 | Multi-Task LearningSentence | CodeCode Available | 0 |
| An Editorial Network for Enhanced Document Summarization | Feb 27, 2019 | Abstractive Text SummarizationDocument Summarization | —Unverified | 0 |
| DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion | Feb 27, 2019 | ArticlesSentence | CodeCode Available | 0 |