| Unsupervised Representation Learning of Player Behavioral Data with Confidence Guided Masking | Apr 25, 2022 | Feature EngineeringLanguage Modeling | CodeCode Available | 0 |
| LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking | Apr 18, 2022 | cross-modal alignmentDocument AI | CodeCode Available | 0 |
| WordAlchemy: A transformer-based Reverse Dictionary | Apr 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SimpleBERT: A Pre-trained Model That Learns to Generate Simple Words | Apr 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Text Revision by On-the-Fly Representation Optimization | Apr 15, 2022 | AttributeLanguage Modeling | CodeCode Available | 0 |
| Generative power of a protein language model trained on multiple sequence alignments | Apr 14, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization? | Apr 12, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Data Augmentation for Biomedical Factoid Question Answering | Apr 10, 2022 | Data AugmentationInformation Retrieval | CodeCode Available | 0 |
| Contextual Representation Learning beyond Masked Language Modeling | Apr 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SecureBERT: A Domain-Specific Language Model for Cybersecurity | Apr 6, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| POS-BERT: Point Cloud One-Stage BERT Pre-Training | Apr 3, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data | Mar 31, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| LinkBERT: Pretraining Language Models with Document Links | Mar 29, 2022 | Document ClassificationLanguage Modeling | CodeCode Available | 2 |
| Token Dropping for Efficient BERT Pretraining | Mar 24, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? | Mar 24, 2022 | Argument MiningLanguage Modeling | CodeCode Available | 0 |
| What to Hide from Your Students: Attention-Guided Masked Image Modeling | Mar 23, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation | Mar 22, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| How does the pre-training objective affect what large language models learn about linguistic properties? | Mar 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Geographic Adaptation of Pretrained Language Models | Mar 16, 2022 | Language IdentificationLanguage Modeling | CodeCode Available | 0 |
| SkillNet-NLU: A Sparsely Activated Model for General-Purpose Natural Language Understanding | Mar 7, 2022 | Language ModellingMasked Language Modeling | —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 |
| Probing BERT's priors with serial reproduction chains | Feb 24, 2022 | Language ModellingMasked Language Modeling | CodeCode Available | 0 |
| VU-BERT: A Unified framework for Visual Dialog | Feb 22, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Transformer Quality in Linear Time | Feb 21, 2022 | 8kLanguage Modeling | CodeCode Available | 1 |
| Should You Mask 15% in Masked Language Modeling? | Feb 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
