| POS-BERT: Point Cloud One-Stage BERT Pre-Training | Apr 3, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning | May 17, 2023 | ClusteringLanguage Modeling | CodeCode Available | 1 | 5 |
| Transformer Quality in Linear Time | Feb 21, 2022 | 8kLanguage Modeling | CodeCode Available | 1 | 5 |
| TransPolymer: a Transformer-based language model for polymer property predictions | Sep 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| SecureBERT: A Domain-Specific Language Model for Cybersecurity | Apr 6, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Language-agnostic BERT Sentence Embedding | Jul 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| MVPTR: Multi-Level Semantic Alignment for Vision-Language Pre-Training via Multi-Stage Learning | Jan 29, 2022 | Image-text matchingLanguage Modeling | CodeCode Available | 1 | 5 |
| DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification | Sep 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Unsupervised Dependency Graph Network | May 1, 2022 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 | 5 |
| Unsupervised pre-training of graph transformers on patient population graphs | Jul 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Causal Distillation for Language Models | Dec 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Mixture of Attention Heads: Selecting Attention Heads Per Token | Oct 11, 2022 | Computational EfficiencyLanguage Modeling | CodeCode Available | 1 | 5 |
| Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection Layers | Oct 29, 2024 | Drug DesignLanguage Modeling | CodeCode Available | 1 | 5 |
| NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents | Feb 27, 2024 | Document ClassificationLanguage Modeling | CodeCode Available | 1 | 5 |
| LXMERT: Learning Cross-Modality Encoder Representations from Transformers | Aug 20, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training Model | Oct 11, 2022 | Contrastive LearningImage-text matching | CodeCode Available | 1 | 5 |
| ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training | Dec 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Zero-Shot Video Question Answering via Frozen Bidirectional Language Models | Jun 16, 2022 | Fill MaskLanguage Modeling | CodeCode Available | 1 | 5 |
| Composable Sparse Fine-Tuning for Cross-Lingual Transfer | Oct 14, 2021 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 | 5 |
| MC-BERT: Efficient Language Pre-Training via a Meta Controller | Jun 10, 2020 | Binary ClassificationCloze Test | CodeCode Available | 1 | 5 |
| CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking | Feb 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking | Dec 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators | Mar 23, 2020 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer | Jan 14, 2022 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Cold-start Active Learning through Self-supervised Language Modeling | Oct 19, 2020 | Active LearningClassification | CodeCode Available | 1 | 5 |
| Merging Text Transformer Models from Different Initializations | Mar 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Endowing Protein Language Models with Structural Knowledge | Jan 26, 2024 | Drug DesignLanguage Modeling | CodeCode Available | 1 | 5 |
| Frustratingly Simple Pretraining Alternatives to Masked Language Modeling | Sep 4, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Generative power of a protein language model trained on multiple sequence alignments | Apr 14, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Mask-Predict: Parallel Decoding of Conditional Masked Language Models | Apr 19, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing | Sep 29, 2020 | Inductive BiasLanguage Modeling | CodeCode Available | 1 | 5 |
| MMBERT: Multimodal BERT Pretraining for Improved Medical VQA | Apr 3, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Generate to Understand for Representation | Jun 14, 2023 | Contrastive LearningGPU | CodeCode Available | 1 | 5 |
| Intermediate Training of BERT for Product Matching | Aug 31, 2020 | Entity ResolutionLanguage Modeling | CodeCode Available | 1 | 5 |
| Nonparametric Masked Language Modeling | Dec 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Stochastic positional embeddings improve masked image modeling | Jul 31, 2023 | Language ModellingMasked Language Modeling | CodeCode Available | 1 | 5 |
| Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning | Nov 24, 2022 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 | 5 |
| GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding | Oct 23, 2023 | ArticlesContrastive Learning | CodeCode Available | 1 | 5 |
| Contextual Representation Learning beyond Masked Language Modeling | Apr 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Talking-Heads Attention | Mar 5, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CodeEditor: Learning to Edit Source Code with Pre-trained Models | Oct 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection | Sep 16, 2021 | AttributeLanguage Modeling | CodeCode Available | 0 | 5 |
| Measuring Social Biases in Masked Language Models by Proxy of Prediction Quality | Feb 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Arabic Synonym BERT-based Adversarial Examples for Text Classification | Feb 5, 2024 | Adversarial TextLanguage Modeling | CodeCode Available | 0 | 5 |
| Masked Language Models are Good Heterogeneous Graph Generalizers | Jun 6, 2025 | Graph LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| Masked Latent Semantic Modeling: an Efficient Pre-training Alternative to Masked Language Modeling | Jul 7, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Masked and Permuted Implicit Context Learning for Scene Text Recognition | May 25, 2023 | DecoderLanguage Modeling | CodeCode Available | 0 | 5 |
| Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More | Feb 11, 2025 | DecoderInformation Retrieval | CodeCode Available | 0 | 5 |
| DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog | May 1, 2022 | dialog state trackingLanguage Modeling | CodeCode Available | 0 | 5 |
| DS-TOD: Efficient Domain Specialization for Task Oriented Dialog | Oct 15, 2021 | dialog state trackingLanguage Modeling | CodeCode Available | 0 | 5 |