| AutoMathKG: The automated mathematical knowledge graph based on LLM and vector database | May 19, 2025 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| CIE: Controlling Language Model Text Generations Using Continuous Signals | May 19, 2025 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Improving LLM Outputs Against Jailbreak Attacks with Expert Model Integration | May 18, 2025 | In-Context Learning | —Unverified | 0 |
| Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE | May 18, 2025 | In-Context LearningRelation | CodeCode Available | 1 |
| Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning | May 18, 2025 | GSM8KIn-Context Learning | CodeCode Available | 1 |
| Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training | May 18, 2025 | Contrastive LearningIn-Context Learning | CodeCode Available | 0 |
| Induction Head Toxicity Mechanistically Explains Repetition Curse in Large Language Models | May 17, 2025 | In-Context Learning | —Unverified | 0 |
| Transformer learns the cross-task prior and regularization for in-context learning | May 17, 2025 | In-Context Learning | —Unverified | 0 |
| Do different prompting methods yield a common task representation in language models? | May 17, 2025 | In-Context Learning | —Unverified | 0 |
| Transformers as Unsupervised Learning Algorithms: A study on Gaussian Mixtures | May 17, 2025 | In-Context Learning | CodeCode Available | 0 |
