| Continual adaptation for efficient machine communication | Nov 22, 2019 | Continual LearningLanguage Modeling | CodeCode Available | 0 |
| Paraphrasing with Large Language Models | Nov 21, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation | Nov 20, 2019 | Explanation GenerationLanguage Modeling | —Unverified | 0 |
| Unsupervised Natural Question Answering with a Small Model | Nov 19, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Thick-Net: Parallel Network Structure for Sequential Modeling | Nov 19, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures | Nov 19, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Drug Repurposing for Cancer: An NLP Approach to Identify Low-Cost Therapies | Nov 18, 2019 | Entity Extraction using GANGeneral Classification | —Unverified | 0 |
| Multi-Zone Unit for Recurrent Neural Networks | Nov 17, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Classification as Decoder: Trading Flexibility for Control in Medical Dialogue | Nov 16, 2019 | ClassificationDecoder | —Unverified | 0 |
| A Subword Level Language Model for Bangla Language | Nov 15, 2019 | ArticlesLanguage Modeling | —Unverified | 0 |
| Training a code-switching language model with monolingual data | Nov 14, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sparse associative memory based on contextual code learning for disambiguating word senses | Nov 14, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Structured Sparsification of Gated Recurrent Neural Networks | Nov 13, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation | Nov 13, 2019 | Entity EmbeddingsEntity Typing | CodeCode Available | 0 |
| Adapting and evaluating a deep learning language model for clinical why-question answering | Nov 13, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery | Nov 12, 2019 | Drug DiscoveryLanguage Modeling | CodeCode Available | 0 |
| Neural Architecture Search for Natural Language Understanding | Nov 11, 2019 | AvgLanguage Modeling | —Unverified | 0 |
| BP-Transformer: Modelling Long-Range Context via Binary Partitioning | Nov 11, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Long-span language modeling for speech recognition | Nov 11, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Conditionally Learn to Pay Attention for Sequential Visual Task | Nov 11, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Distilling Knowledge Learned in BERT for Text Generation | Nov 10, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| CamemBERT: a Tasty French Language Model | Nov 10, 2019 | Dependency ParsingLanguage Modeling | CodeCode Available | 0 |
| Improving Transformer Models by Reordering their Sublayers | Nov 10, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Language Model-Driven Unsupervised Neural Machine Translation | Nov 10, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On Posterior Collapse and Encoder Feature Dispersion in Sequence VAEs | Nov 10, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines | Nov 10, 2019 | Few-Shot LearningLanguage Modeling | CodeCode Available | 0 |
| On Architectures for Including Visual Information in Neural Language Models for Image Description | Nov 9, 2019 | Image DescriptionLanguage Modeling | CodeCode Available | 0 |
| Code-Mixed to Monolingual Translation Framework | Nov 9, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Reducing Sentiment Bias in Language Models via Counterfactual Evaluation | Nov 8, 2019 | Articlescounterfactual | —Unverified | 0 |
| Not Enough Data? Deep Learning to the Rescue! | Nov 8, 2019 | Data AugmentationDeep Learning | —Unverified | 0 |
| Memory-Augmented Recurrent Neural Networks Can Learn Generalized Dyck Languages | Nov 8, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| The LIG system for the English-Czech Text Translation Task of IWSLT 2019 | Nov 7, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Grammatical Error Correction with Machine Translation Pairs | Nov 7, 2019 | Grammatical Error CorrectionLanguage Modeling | CodeCode Available | 0 |
| Blockwise Self-Attention for Long Document Understanding | Nov 7, 2019 | document understandingLanguage Modeling | CodeCode Available | 0 |
| SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge | Nov 6, 2019 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| RNN-T For Latency Controlled ASR With Improved Beam Search | Nov 5, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Contextual Grounding of Natural Language Entities in Images | Nov 5, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Emerging Cross-lingual Structure in Pretrained Language Models | Nov 4, 2019 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| BAS: An Answer Selection Method Using BERT Language Model | Nov 4, 2019 | Answer SelectionLanguage Modeling | —Unverified | 0 |
| BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model | Nov 3, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering | Nov 1, 2019 | Articlescoreference-resolution | —Unverified | 0 |
| BeamSeg: A Joint Model for Multi-Document Segmentation and Topic Identification | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Multi-label Emotion Classification by Integrating both General and Domain-specific Knowledge | Nov 1, 2019 | Emotion ClassificationGeneral Classification | —Unverified | 0 |
| Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding | Nov 1, 2019 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| Contextual Text Denoising with Masked Language Model | Nov 1, 2019 | DenoisingLanguage Modeling | —Unverified | 0 |
| A Simple and Effective Method for Injecting Word-Level Information into Character-Aware Neural Language Models | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deep Bidirectional Transformers for Relation Extraction without Supervision | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KnowSemLM: A Knowledge Infused Semantic Language Model | Nov 1, 2019 | Cloze TestLanguage Modeling | —Unverified | 0 |
| English-Myanmar Supervised and Unsupervised NMT: NICT's Machine Translation Systems at WAT-2019 | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Jeff Da at COIN - Shared Task: BIG MOOD: Relating Transformers to Explicit Commonsense Knowledge | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |