| Unsupervised Improvement of Factual Knowledge in Language Models | Apr 4, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| PEACH: Pre-Training Sequence-to-Sequence Multilingual Models for Translation with Semi-Supervised Pseudo-Parallel Document Generation | Apr 3, 2023 | DenoisingLanguage Modeling | CodeCode Available | 0 |
| Joint unsupervised and supervised learning for context-aware language identification | Mar 29, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| HOP+: History-enhanced and Order-aware Pre-training for Vision-and-Language Navigation | Mar 20, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| CCPL: Cross-modal Contrastive Protein Learning | Mar 19, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Do Transformers Parse while Predicting the Masked Word? | Mar 14, 2023 | Constituency ParsingLanguage Modeling | —Unverified | 0 |
| Generating multiple-choice questions for medical question answering with distractors and cue-masking | Mar 13, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Domain-adapted large language models for classifying nuclear medicine reports | Mar 1, 2023 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| StrucTexTv2: Masked Visual-Textual Prediction for Document Image Pre-training | Mar 1, 2023 | Document Image Classificationimage-classification | CodeCode Available | 0 |
| Weighted Sampling for Masked Language Modeling | Feb 28, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Masked Autoencoders with Self-Consistency | Feb 28, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Symbolic Discovery of Optimization Algorithms | Feb 13, 2023 | Contrastive Learningimage-classification | CodeCode Available | 0 |
| Capturing Topic Framing via Masked Language Modeling | Feb 7, 2023 | ArticlesLanguage Modeling | —Unverified | 0 |
| Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text Retrieval | Jan 30, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Cohesive Distillation Architecture for Neural Language Models | Jan 12, 2023 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks | Jan 1, 2023 | Cross-Modal RetrievalImage Captioning | —Unverified | 0 |
| Go-tuning: Improving Zero-shot Learning Abilities of Smaller Language Models | Dec 20, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mu^2SLAM: Multitask, Multilingual Speech and Language Models | Dec 19, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning | Dec 19, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Uniform Masking Prevails in Vision-Language Pretraining | Dec 10, 2022 | Image-text matchingLanguage Modeling | —Unverified | 0 |
| Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE | Dec 4, 2022 | Common Sense Reasoningcoreference-resolution | —Unverified | 0 |
| Global memory transformer for processing long documents | Dec 3, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Comparison Study Between Token Classification and Sequence Classification In Text Classification | Nov 25, 2022 | ClassificationLanguage Modeling | —Unverified | 0 |
| Enhancing Crisis-Related Tweet Classification with Entity-Masked Language Modeling and Multi-Task Learning | Nov 21, 2022 | Hierarchical Multi-label ClassificationLanguage Modeling | CodeCode Available | 0 |
| Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge | Nov 20, 2022 | Entity LinkingLanguage Modeling | —Unverified | 0 |