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| Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale | Mar 1, 2022 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition | Mar 1, 2022 | Multilingual Named Entity RecognitionNamed Entity Recognition | CodeCode Available | 1 |
| Semantic Sentence Composition Reasoning for Multi-Hop Question Answering | Mar 1, 2022 | Multi-hop Question AnsweringOpen-Domain Question Answering | —Unverified | 0 |
| "Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction | Mar 1, 2022 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment | Mar 1, 2022 | RetrievalSentence | —Unverified | 0 |
| Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks | Feb 28, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| A Mutually Reinforced Framework for Pretrained Sentence Embeddings | Feb 28, 2022 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction | Feb 27, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Bi-directional Joint Neural Networks for Intent Classification and Slot Filling | Feb 26, 2022 | Classificationintent-classification | —Unverified | 0 |
