| Multilingual Language Models for Named Entity Recognition in German and English | Sep 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Accurate Text Verbalization for ASR Based on Audio Alignment | Sep 1, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Persistence pays off: Paying Attention to What the LSTM Gating Mechanism Persists | Sep 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Comparing MT Approaches for Text Normalization | Sep 1, 2019 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Jointly Learning Author and Annotated Character N-gram Embeddings: A Case Study in Literary Text | Sep 1, 2019 | Authorship AttributionGenre classification | —Unverified | 0 |
| Enhancing Phrase-Based Statistical Machine Translation by Learning Phrase Representations Using Long Short-Term Memory Network | Sep 1, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| A Syntactically Expressive Morphological Analyzer for Turkish | Sep 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Real Life Application of a Question Answering System Using BERT Language Model | Sep 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Repurposing Decoder-Transformer Language Models for Abstractive Summarization | Sep 1, 2019 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Explicit Cross-lingual Pre-training for Unsupervised Machine Translation | Aug 31, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| Behavior Gated Language Models | Aug 31, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification | Aug 30, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs | Aug 30, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Implicit Deep Latent Variable Models for Text Generation | Aug 30, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation | Aug 30, 2019 | Chinese Spam DetectionGraph Embedding | CodeCode Available | 0 |
| Multi-Task Learning with Language Modeling for Question Generation | Aug 30, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| Pre-training A Neural Language Model Improves The Sample Efficiency of an Emergency Room Classification Model | Aug 30, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Probing Representations Learned by Multimodal Recurrent and Transformer Models | Aug 29, 2019 | Image RetrievalLanguage Modeling | —Unverified | 0 |
| Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER | Aug 29, 2019 | Language ModelingNamed Entity Recognition (NER) | CodeCode Available | 0 |
| Adversarial Representation Learning for Text-to-Image Matching | Aug 28, 2019 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks | Aug 27, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings | Aug 27, 2019 | Domain AdaptationLanguage Modeling | CodeCode Available | 0 |
| FinBERT: Financial Sentiment Analysis with Pre-trained Language Models | Aug 27, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Connecting and Comparing Language Model Interpolation Techniques | Aug 26, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| uniblock: Scoring and Filtering Corpus with Unicode Block Information | Aug 26, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Unsupervised Image Captioning with Shared Multimodal Embeddings | Aug 25, 2019 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Release Strategies and the Social Impacts of Language Models | Aug 24, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A framework for anomaly detection using language modeling, and its applications to finance | Aug 24, 2019 | Anomaly DetectionLanguage Modeling | —Unverified | 0 |
| Deep Learning Based Chatbot Models | Aug 23, 2019 | ChatbotDeep Learning | CodeCode Available | 0 |
| Training Optimus Prime, M.D.: Generating Medical Certification Items by Fine-Tuning OpenAI's gpt2 Transformer Model | Aug 23, 2019 | ArticlesLanguage Modeling | —Unverified | 0 |
| Sequential Latent Spaces for Modeling the Intention During Diverse Image Captioning | Aug 22, 2019 | DiversityImage Captioning | —Unverified | 0 |
| 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 |
| "Mask and Infill" : Applying Masked Language Model to Sentiment Transfer | Aug 21, 2019 | AttributeDecoder | —Unverified | 0 |
| WikiCREM: A Large Unsupervised Corpus for Coreference Resolution | Aug 21, 2019 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Latent Relation Language Models | Aug 21, 2019 | Language ModelingLanguage Modelling | —Unverified | 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 |
| Restricted Recurrent Neural Networks | Aug 21, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| LXMERT: Learning Cross-Modality Encoder Representations from Transformers | Aug 20, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |