| T5lephone: Bridging Speech and Text Self-supervised Models for Spoken Language Understanding via Phoneme level T5 | Nov 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| L-GreCo: Layerwise-Adaptive Gradient Compression for Efficient and Accurate Deep Learning | Oct 31, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control | Oct 31, 2022 | DiversityLanguage Modeling | CodeCode Available | 1 |
| Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change | Oct 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Differentiable Data Augmentation for Contrastive Sentence Representation Learning | Oct 29, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion | Oct 28, 2022 | Emotion RecognitionLanguage Modeling | CodeCode Available | 1 |
| RoChBert: Towards Robust BERT Fine-tuning for Chinese | Oct 28, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning | Oct 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Truncation Sampling as Language Model Desmoothing | Oct 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning | Oct 26, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
