| When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification | Aug 22, 2019 | Few-Shot LearningFew-Shot Text Classification | CodeCode Available | 0 |
| Restricted Recurrent Neural Networks | Aug 21, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Latent Relation Language Models | Aug 21, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| WikiCREM: A Large Unsupervised Corpus for Coreference Resolution | Aug 21, 2019 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text | Aug 21, 2019 | Joint Entity and Relation ExtractionLanguage Modeling | CodeCode Available | 0 |
| "Mask and Infill" : Applying Masked Language Model to Sentiment Transfer | Aug 21, 2019 | AttributeDecoder | —Unverified | 0 |
| Universal Adversarial Triggers for Attacking and Analyzing NLP | Aug 20, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Question Answering based Clinical Text Structuring Using Pre-trained Language Model | Aug 19, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Encoder-Agnostic Adaptation for Conditional Language Generation | Aug 19, 2019 | Conditional Text GenerationLanguage Modeling | CodeCode Available | 0 |
| Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings | Aug 18, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging Sentence Similarity in Natural Language Generation: Improving Beam Search using Range Voting | Aug 17, 2019 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| EmotionX-IDEA: Emotion BERT -- an Affectional Model for Conversation | Aug 17, 2019 | Emotion RecognitionLanguage Modeling | CodeCode Available | 0 |
| Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring | Aug 16, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training | Aug 16, 2019 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| SenseBERT: Driving Some Sense into BERT | Aug 15, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Visualizing and Understanding the Effectiveness of BERT | Aug 15, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On The Evaluation of Machine Translation Systems Trained With Back-Translation | Aug 14, 2019 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| Entity-aware ELMo: Learning Contextual Entity Representation for Entity Disambiguation | Aug 14, 2019 | Entity DisambiguationLanguage Modeling | —Unverified | 0 |
| Incorporating Relation Knowledge into Commonsense Reading Comprehension with Multi-task Learning | Aug 13, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| An Effective Domain Adaptive Post-Training Method for BERT in Response Selection | Aug 13, 2019 | Conversational Response SelectionLanguage Modeling | CodeCode Available | 0 |
| Predicting 3D Human Dynamics from Video | Aug 13, 2019 | 3D Human Dynamics3D Human Pose Estimation | CodeCode Available | 0 |
| StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding | Aug 13, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TAPER: Time-Aware Patient EHR Representation | Aug 11, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Multi-modality Latent Interaction Network for Visual Question Answering | Aug 10, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Stemming based Language Model for Telugu Broadcast News Transcription | Aug 10, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Clustering of Deep Contextualized Representations for Summarization of Biomedical Texts | Aug 6, 2019 | ClusteringLanguage Modeling | CodeCode Available | 0 |
| Exploring Neural Net Augmentation to BERT for Question Answering on SQUAD 2.0 | Aug 4, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deep learning languages: a key fundamental shift from probabilities to weights? | Aug 2, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Self-Knowledge Distillation in Natural Language Processing | Aug 2, 2019 | Deep LearningKnowledge Distillation | —Unverified | 0 |
| Team JUST at the MADAR Shared Task on Arabic Fine-Grained Dialect Identification | Aug 1, 2019 | Data AugmentationDialect Identification | —Unverified | 0 |
| The SMarT Classifier for Arabic Fine-Grained Dialect Identification | Aug 1, 2019 | Dialect IdentificationLanguage Modeling | —Unverified | 0 |
| Simple Construction of Mixed-Language Texts for Vocabulary Learning | Aug 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The LMU Munich Unsupervised Machine Translation System for WMT19 | Aug 1, 2019 | DenoisingLanguage Modeling | —Unverified | 0 |
| The RWTH Aachen University Machine Translation Systems for WMT 2019 | Aug 1, 2019 | Attributede-en | —Unverified | 0 |
| Noisy Channel for Low Resource Grammatical Error Correction | Aug 1, 2019 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| JHU System Description for the MADAR Arabic Dialect Identification Shared Task | Aug 1, 2019 | Dialect IdentificationLanguage Modeling | —Unverified | 0 |
| hULMonA: The Universal Language Model in Arabic | Aug 1, 2019 | Arabic Sentiment AnalysisGeneral Classification | CodeCode Available | 0 |
| DBMS-KU Interpolation for WMT19 News Translation Task | Aug 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word Embeddings | Aug 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Finding Hierarchical Structure in Neural Stacks Using Unsupervised Parsing | Aug 1, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Arabic Dialect Identification for Travel and Twitter Text | Aug 1, 2019 | BIG-bench Machine LearningDialect Identification | —Unverified | 0 |
| GTCOM Neural Machine Translation Systems for WMT19 | Aug 1, 2019 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| BERT Masked Language Modeling for Co-reference Resolution | Aug 1, 2019 | General ClassificationLanguage Modeling | —Unverified | 0 |
| Equipping Educational Applications with Domain Knowledge | Aug 1, 2019 | Distractor GenerationLanguage Modeling | —Unverified | 0 |
| Amharic Word Sequence Prediction | Aug 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Language Modeling with Automatic Relevance Determination in Recurrent Neural Networks | Aug 1, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| An LSTM Adaptation Study of (Un)grammaticality | Aug 1, 2019 | CoLALanguage Modeling | CodeCode Available | 0 |
| Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention | Aug 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KU\_ai at MEDIQA 2019: Domain-specific Pre-training and Transfer Learning for Medical NLI | Aug 1, 2019 | De-identificationLanguage Modeling | —Unverified | 0 |
| An Empirical Study on Pre-trained Embeddings and Language Models for Bot Detection | Aug 1, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |