| Effective Sequence-to-Sequence Dialogue State Tracking | Aug 31, 2021 | Dialogue State TrackingLanguage Modeling | CodeCode Available | 1 |
| MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER | Aug 31, 2021 | Cross-Lingual NERData Augmentation | CodeCode Available | 1 |
| Efficient conformer: Progressive downsampling and grouped attention for automatic speech recognition | Aug 31, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners | Aug 30, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Selective Differential Privacy for Language Modeling | Aug 30, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Want To Reduce Labeling Cost? GPT-3 Can Help | Aug 30, 2021 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Dealing with Typos for BERT-based Passage Retrieval and Ranking | Aug 27, 2021 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| SimVLM: Simple Visual Language Model Pretraining with Weak Supervision | Aug 24, 2021 | Image CaptioningLanguage Modeling | CodeCode Available | 1 |
| From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network | Aug 22, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining | Aug 20, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
