| Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer | Jan 14, 2022 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Composable Sparse Fine-Tuning for Cross-Lingual Transfer | Oct 14, 2021 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 | 5 |
| KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction | Apr 15, 2021 | Dialog Relation ExtractionLanguage Modeling | CodeCode Available | 1 | 5 |
| Contextual Representation Learning beyond Masked Language Modeling | Apr 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data | Oct 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Contrastive Learning for Prompt-Based Few-Shot Language Learners | May 3, 2022 | Contrastive LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER | Aug 28, 2023 | Contrastive Learningfew-shot-ner | CodeCode Available | 1 | 5 |
| CreoPep: A Universal Deep Learning Framework for Target-Specific Peptide Design and Optimization | May 5, 2025 | DiversityLanguage 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 |
| Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning | Aug 23, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 | 5 |
