| Contrastive Learning for Weakly Supervised Phrase Grounding | Jun 17, 2020 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| FinBERT: A Pretrained Language Model for Financial Communications | Jun 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MemeSem:A Multi-modal Framework for Sentimental Analysis of Meme via Transfer Learning | Jun 12, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing | Jun 12, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MC-BERT: Efficient Language Pre-Training via a Meta Controller | Jun 10, 2020 | Binary ClassificationCloze Test | CodeCode Available | 1 |
| BERT Loses Patience: Fast and Robust Inference with Early Exit | Jun 7, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP | May 29, 2020 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| Text-to-Text Pre-Training for Data-to-Text Tasks | May 21, 2020 | Data-to-Text GenerationLanguage Modeling | CodeCode Available | 1 |
| BERTweet: A pre-trained language model for English Tweets | May 20, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Table Search Using a Deep Contextualized Language Model | May 19, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
| 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 |
| Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding | May 13, 2020 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 |
| Enabling Language Models to Fill in the Blanks | May 11, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching | May 11, 2020 | End-To-End Dialogue ModellingFew-Shot Learning | CodeCode Available | 1 |
| Finding Universal Grammatical Relations in Multilingual BERT | May 9, 2020 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |
| ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context | May 7, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| A Systematic Assessment of Syntactic Generalization in Neural Language Models | May 7, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction | May 4, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction | May 3, 2020 | DecoderGrammatical Error Correction | CodeCode Available | 1 |
| On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation | May 3, 2020 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |
| BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA | May 2, 2020 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering | May 2, 2020 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| On Faithfulness and Factuality in Abstractive Summarization | May 2, 2020 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 1 |
