| Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment | Jun 11, 2021 | DenoisingLanguage Modeling | CodeCode Available | 1 |
| Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation | Mar 18, 2021 | Bilingual Lexicon InductionLanguage Modeling | CodeCode Available | 1 |
| RealFormer: Transformer Likes Residual Attention | Dec 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Intermediate Training of BERT for Product Matching | Aug 31, 2020 | Entity ResolutionLanguage Modeling | CodeCode Available | 1 |
| Causal Distillation for Language Models | Dec 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning | Aug 23, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Language-agnostic BERT Sentence Embedding | Jul 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SecureBERT: A Domain-Specific Language Model for Cybersecurity | Apr 6, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation | Sep 13, 2021 | DecoderDenoising | CodeCode Available | 1 |
| CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations | Sep 1, 2021 | Emotion ClassificationLanguage Modeling | CodeCode Available | 1 |
| AraELECTRA: Pre-Training Text Discriminators for Arabic Language Understanding | Dec 31, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Cold-start Active Learning through Self-supervised Language Modeling | Oct 19, 2020 | Active LearningClassification | CodeCode Available | 1 |
| ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain | May 20, 2023 | De-identificationLanguage Modeling | CodeCode Available | 1 |
| FiLM: Fill-in Language Models for Any-Order Generation | Oct 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Contextual Representation Learning beyond Masked Language Modeling | Apr 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators | Mar 23, 2020 | GPULanguage Modeling | CodeCode Available | 1 |
| ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training | Dec 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CreoPep: A Universal Deep Learning Framework for Target-Specific Peptide Design and Optimization | May 5, 2025 | DiversityLanguage Modeling | CodeCode Available | 1 |
| Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking | Dec 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Contrastive Learning for Prompt-Based Few-Shot Language Learners | May 3, 2022 | Contrastive LearningIn-Context Learning | CodeCode Available | 1 |
| AutoScale: Scale-Aware Data Mixing for Pre-Training LLMs | Jul 29, 2024 | Bilevel OptimizationLanguage Modelling | CodeCode Available | 1 |
| Cross-Thought for Sentence Encoder Pre-training | Oct 7, 2020 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer | Jan 14, 2022 | ClassificationContrastive Learning | CodeCode Available | 1 |
| EvoMoE: An Evolutional Mixture-of-Experts Training Framework via Dense-To-Sparse Gate | Dec 29, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CDLM: Cross-Document Language Modeling | Jan 2, 2021 | Citation RecommendationCoreference Resolution | CodeCode Available | 1 |
