| Misinformation Has High Perplexity | Jun 8, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| BERT Loses Patience: Fast and Robust Inference with Early Exit | Jun 7, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Language Models as Fact Checkers? | Jun 7, 2020 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| A Dataset and Benchmarks for Multimedia Social Analysis | Jun 5, 2020 | Image Captioningimage-classification | —Unverified | 0 |
| GMAT: Global Memory Augmentation for Transformers | Jun 5, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Tensorized Transformer for Dynamical Systems Modeling | Jun 5, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers | Jun 5, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Contextual RNN-T For Open Domain ASR | Jun 4, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Cross-model Back-translated Distillation for Unsupervised Machine Translation | Jun 3, 2020 | DenoisingDiversity | CodeCode Available | 0 |
| Segatron: Segment-aware Transformer for Language Modeling and Understanding | Jun 2, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Position Masking for Language Models | Jun 2, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FlauBERT : des mod\`eles de langue contextualis\'es pr\'e-entra\^ \'es pour le fran (FlauBERT : Unsupervised Language Model Pre-training for French) | Jun 1, 2020 | FLUELanguage Modeling | CodeCode Available | 0 |
| Contextualized French Language Models for Biomedical Named Entity Recognition | Jun 1, 2020 | AnatomyLanguage Modeling | —Unverified | 0 |
| An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features | Jun 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| LRG at SemEval-2020 Task 7: Assessing the Ability of BERT and Derivative Models to Perform Short-Edits based Humor Grading | May 31, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP | May 29, 2020 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| Language Models are Few-Shot Learners | May 28, 2020 | answerability predictionArticles | CodeCode Available | 3 |
| Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion | May 27, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Self-Training for Unsupervised Parsing with PRPN | May 27, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Syntactic Structure Distillation Pretraining For Bidirectional Encoders | May 27, 2020 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| TIME: Text and Image Mutual-Translation Adversarial Networks | May 27, 2020 | Generative Adversarial NetworkImage Captioning | —Unverified | 0 |
| qDKT: Question-centric Deep Knowledge Tracing | May 25, 2020 | Knowledge TracingLanguage Modeling | —Unverified | 0 |
| When does MAML Work the Best? An Empirical Study on Model-Agnostic Meta-Learning in NLP Applications | May 24, 2020 | Few-Shot Text ClassificationLanguage Modeling | —Unverified | 0 |
| Living Machines: A study of atypical animacy | May 22, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improving Segmentation for Technical Support Problems | May 22, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition | May 21, 2020 | Data AugmentationDiversity | —Unverified | 0 |
| Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning | May 21, 2020 | Cross-Lingual TransferDecoder | —Unverified | 0 |
| Text-to-Text Pre-Training for Data-to-Text Tasks | May 21, 2020 | Data-to-Text GenerationLanguage Modeling | CodeCode Available | 1 |
| Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems | May 20, 2020 | Contrastive LearningFairness | —Unverified | 0 |
| BERTweet: A pre-trained language model for English Tweets | May 20, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Investigation of Large-Margin Softmax in Neural Language Modeling | May 20, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Early Stage LM Integration Using Local and Global Log-Linear Combination | May 20, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Improving Proper Noun Recognition in End-to-End ASR By Customization of the MWER Loss Criterion | May 19, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Iterative Pseudo-Labeling for Speech Recognition | May 19, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Table Search Using a Deep Contextualized Language Model | May 19, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Yseop at SemEval-2020 Task 5: Cascaded BERT Language Model for Counterfactual Statement Analysis | May 18, 2020 | counterfactualGeneral Classification | —Unverified | 0 |
| Approaches to Improving Recognition of Underrepresented Named Entities in Hybrid ASR Systems | May 18, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GPT-too: A language-model-first approach for AMR-to-text generation | May 18, 2020 | AMR-to-Text GenerationData-to-Text Generation | CodeCode Available | 1 |
| How much complexity does an RNN architecture need to learn syntax-sensitive dependencies? | May 17, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Conformer: Convolution-augmented Transformer for Speech Recognition | May 16, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 3 |
| MicroNet for Efficient Language Modeling | May 16, 2020 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Spelling Error Correction with Soft-Masked BERT | May 15, 2020 | Chinese Spelling Error CorrectionLanguage Modeling | CodeCode Available | 1 |
| Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model | May 15, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning | May 14, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| You Do Not Need More Data: Improving End-To-End Speech Recognition by Text-To-Speech Data Augmentation | May 14, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Parallel Corpus Filtering via Pre-trained Language Models | May 13, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Mixture of h-1 Heads is Better than h Heads | May 13, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding | May 13, 2020 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 |
| AttViz: Online exploration of self-attention for transparent neural language modeling | May 12, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach | May 12, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |