| QA-prompting: Improving Summarization with Large Language Models using Question-Answering | May 20, 2025 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| Reasoning Models Better Express Their Confidence | May 20, 2025 | In-Context Learning | CodeCode Available | 1 |
| EmoGist: Efficient In-Context Learning for Visual Emotion Understanding | May 20, 2025 | Emotion ClassificationIn-Context Learning | —Unverified | 0 |
| Causal Head Gating: A Framework for Interpreting Roles of Attention Heads in Transformers | May 19, 2025 | In-Context LearningInstruction Following | —Unverified | 0 |
| AutoMathKG: The automated mathematical knowledge graph based on LLM and vector database | May 19, 2025 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| FinePhys: Fine-grained Human Action Generation by Explicitly Incorporating Physical Laws for Effective Skeletal Guidance | May 19, 2025 | Action GenerationHuman action generation | —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 |
| 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 |
| Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE | May 18, 2025 | In-Context LearningRelation | 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 |
| Do different prompting methods yield a common task representation in 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 |
| Transformers as Unsupervised Learning Algorithms: A study on Gaussian Mixtures | May 17, 2025 | In-Context Learning | CodeCode Available | 0 |
| Feasibility with Language Models for Open-World Compositional Zero-Shot Learning | May 16, 2025 | AttributeCompositional Zero-Shot Learning | —Unverified | 0 |
| When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs | May 16, 2025 | In-Context LearningInstruction Following | —Unverified | 0 |
| Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning | May 16, 2025 | In-Context LearningTime Series | —Unverified | 0 |
| Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context Learning | May 16, 2025 | In-Context LearningMemorization | CodeCode Available | 0 |
| PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization | May 15, 2025 | In-Context Learning | CodeCode Available | 1 |
| Predictability Shapes Adaptation: An Evolutionary Perspective on Modes of Learning in Transformers | May 14, 2025 | In-Context Learning | —Unverified | 0 |
| A Survey on Large Language Models in Multimodal Recommender Systems | May 14, 2025 | In-Context LearningMultimodal Recommendation | —Unverified | 0 |
| Towards Fair In-Context Learning with Tabular Foundation Models | May 14, 2025 | FairnessIn-Context Learning | CodeCode Available | 0 |
| Tests as Prompt: A Test-Driven-Development Benchmark for LLM Code Generation | May 13, 2025 | Code GenerationIn-Context Learning | —Unverified | 0 |
| Automated Meta Prompt Engineering for Alignment with the Theory of Mind | May 13, 2025 | ArticlesIn-Context Learning | —Unverified | 0 |
