| 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 |
| A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks | Mar 15, 2019 | BenchmarkingCitation Recommendation | CodeCode Available | 0 |
| Formality Style Transfer with Hybrid Textual Annotations | Mar 15, 2019 | Formality Style TransferSentence | —Unverified | 0 |
| Stochastic Beams and Where to Find Them: The Gumbel-Top-k Trick for Sampling Sequences Without Replacement | Mar 14, 2019 | SentenceTranslation | CodeCode Available | 1 |
| Show, Translate and Tell | Mar 14, 2019 | Cross-Modal RetrievalImage Captioning | CodeCode Available | 0 |
| MirrorGAN: Learning Text-to-image Generation by Redescription | Mar 14, 2019 | DiversityImage Generation | 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 |
| Sentence Embedding Alignment for Lifelong Relation Extraction | Mar 6, 2019 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| Human Attention in Image Captioning: Dataset and Analysis | Mar 6, 2019 | Image CaptioningImage Description | 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 |
| Where's My Head? Definition, Data Set, and Models for Numeric Fused-Head Identification and Resolution | Mar 1, 2019 | Sentence | —Unverified | 0 |
| DREAM: A Challenge Data Set and Models for Dialogue-Based Reading Comprehension | Mar 1, 2019 | Dialogue UnderstandingMultiple-choice | —Unverified | 0 |
| Open Information Extraction from Question-Answer Pairs | Mar 1, 2019 | Open Information ExtractionSentence | —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 |
| 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 |
| BERT for Joint Intent Classification and Slot Filling | Feb 28, 2019 | General Classificationintent-classification | CodeCode Available | 1 |
