| Challenge Closed-book Science Exam: A Meta-learning Based Question Answering System | Apr 26, 2020 | AI2 Reasoning ChallengeARC | —Unverified | 0 |
| Cross-lingual Information Retrieval with BERT | Apr 24, 2020 | Cross-Lingual Information RetrievalDocument Ranking | CodeCode Available | 0 |
| A Tailored Pre-Training Model for Task-Oriented Dialog Generation | Apr 24, 2020 | Knowledge DistillationLanguage Modeling | CodeCode Available | 0 |
| Contextualized Representations Using Textual Encyclopedic Knowledge | Apr 24, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Lite Transformer with Long-Short Range Attention | Apr 24, 2020 | Abstractive Text SummarizationAutoML | CodeCode Available | 1 |
| Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order | Apr 24, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering | Apr 24, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| On Adversarial Examples for Biomedical NLP Tasks | Apr 23, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| UHH-LT at SemEval-2020 Task 12: Fine-Tuning of Pre-Trained Transformer Networks for Offensive Language Detection | Apr 23, 2020 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| QURIOUS: Question Generation Pretraining for Text Generation | Apr 23, 2020 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 0 |
| A Tool for Facilitating OCR Postediting in Historical Documents | Apr 23, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Coupled intrinsic and extrinsic human language resource-based query expansion | Apr 23, 2020 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Residual Energy-Based Models for Text Generation | Apr 22, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improve Variational Autoencoder for Text Generationwith Discrete Latent Bottleneck | Apr 22, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Keyphrase Prediction With Pre-trained Language Model | Apr 22, 2020 | Keyphrase ExtractionKeyphrase Generation | —Unverified | 0 |
| Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling | Apr 21, 2020 | General ClassificationLanguage Modeling | CodeCode Available | 0 |
| Train No Evil: Selective Masking for Task-Guided Pre-Training | Apr 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network | Apr 20, 2020 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond | Apr 20, 2020 | DecoderDialogue Generation | CodeCode Available | 0 |
| MPNet: Masked and Permuted Pre-training for Language Understanding | Apr 20, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Adaptive Attention Span in Computer Vision | Apr 18, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning | Apr 17, 2020 | CPULanguage Modeling | CodeCode Available | 1 |
| Transform and Tell: Entity-Aware News Image Captioning | Apr 17, 2020 | ArticlesImage Captioning | CodeCode Available | 1 |
| Do sequence-to-sequence VAEs learn global features of sentences? | Apr 16, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SPECTER: Document-level Representation Learning using Citation-informed Transformers | Apr 15, 2020 | Citation PredictionDocument Classification | CodeCode Available | 1 |
| Entities as Experts: Sparse Memory Access with Entity Supervision | Apr 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue | Apr 15, 2020 | Dialogue State TrackingIntent Detection | CodeCode Available | 1 |
| PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation | Apr 14, 2020 | Abstractive Text SummarizationConversational Response Generation | CodeCode Available | 1 |
| Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding) | Apr 14, 2020 | Information RetrievalInformativeness | —Unverified | 0 |
| Robustly Pre-trained Neural Model for Direct Temporal Relation Extraction | Apr 13, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unified Multi-Criteria Chinese Word Segmentation with BERT | Apr 13, 2020 | Chinese Word SegmentationLanguage Modeling | —Unverified | 0 |
| ControlVAE: Controllable Variational Autoencoder | Apr 13, 2020 | DiversityImage Generation | —Unverified | 0 |
| AMR Parsing via Graph-Sequence Iterative Inference | Apr 12, 2020 | AMR ParsingLanguage Modeling | CodeCode Available | 1 |
| Pre-training Text Representations as Meta Learning | Apr 12, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Commonsense Question Answering with Self-Talk | Apr 11, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Sequence Model Design for Code Completion in the Modern IDE | Apr 10, 2020 | Code CompletionLanguage Modeling | —Unverified | 0 |
| Stacked Convolutional Deep Encoding Network for Video-Text Retrieval | Apr 10, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Longformer: The Long-Document Transformer | Apr 10, 2020 | DecoderLanguage Modeling | CodeCode Available | 3 |
| Learning to Scale Multilingual Representations for Vision-Language Tasks | Apr 9, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Injecting Numerical Reasoning Skills into Language Models | Apr 9, 2020 | Data AugmentationDecoder | CodeCode Available | 1 |
| An investigation of phone-based subword units for end-to-end speech recognition | Apr 8, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic Fidelity | Apr 8, 2020 | AMR-to-Text GenerationData-to-Text Generation | CodeCode Available | 1 |
| Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning | Apr 8, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CALM: Continuous Adaptive Learning for Language Modeling | Apr 8, 2020 | Continual LearningLanguage Modeling | —Unverified | 0 |
| DynaBERT: Dynamic BERT with Adaptive Width and Depth | Apr 8, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Downstream Model Design of Pre-trained Language Model for Relation Extraction Task | Apr 8, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Efficient long-distance relation extraction with DG-SpanBERT | Apr 7, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Byte Pair Encoding is Suboptimal for Language Model Pretraining | Apr 7, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Homophone-based Label Smoothing in End-to-End Automatic Speech Recognition | Apr 7, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering | Apr 7, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |