| Investigating Masking-based Data Generation in Language Models | Jun 16, 2023 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Personalized Image Enhancement Featuring Masked Style Modeling | Jun 15, 2023 | Image EnhancementLanguage Modeling | CodeCode Available | 0 |
| Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models | Jun 14, 2023 | DecoderLanguage Modeling | —Unverified | 0 |
| Absformer: Transformer-based Model for Unsupervised Multi-Document Abstractive Summarization | Jun 7, 2023 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems | Jun 7, 2023 | Conversational Response SelectionDecoder | CodeCode Available | 0 |
| Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction | Jun 6, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fair multilingual vandalism detection system for Wikipedia | Jun 2, 2023 | Feature EngineeringLanguage Modeling | CodeCode Available | 0 |
| Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression | Jun 1, 2023 | Contrastive LearningData Augmentation | —Unverified | 0 |
| LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding | May 30, 2023 | document-image-classificationDocument Image Classification | —Unverified | 0 |
| Adapting Learned Sparse Retrieval for Long Documents | May 29, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| An Investigation of Noise in Morphological Inflection | May 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale | May 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Masked and Permuted Implicit Context Learning for Scene Text Recognition | May 25, 2023 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Self-Evolution Learning for Discriminative Language Model Pretraining | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Dynamic Masking Rate Schedules for MLM Pretraining | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection | May 23, 2023 | Event DetectionLanguage Modeling | CodeCode Available | 0 |
| AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Federated Learning of Medical Concepts Embedding using BEHRT | May 22, 2023 | Federated LearningLanguage Modeling | CodeCode Available | 0 |
| Extrapolating Multilingual Understanding Models as Multilingual Generators | May 22, 2023 | DenoisingLanguage Modeling | —Unverified | 0 |
| Bidirectional Transformer Reranker for Grammatical Error Correction | May 22, 2023 | DecoderGrammatical Error Correction | CodeCode Available | 0 |
| A Pilot Study on Dialogue-Level Dependency Parsing for Chinese | May 21, 2023 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Patton: Language Model Pretraining on Text-Rich Networks | May 20, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| How does the task complexity of masked pretraining objectives affect downstream performance? | May 18, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Pre-training Language Model as a Multi-perspective Course Learner | May 6, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mapping of attention mechanisms to a generalized Potts model | Apr 14, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |