| When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs | May 16, 2025 | In-Context LearningInstruction Following | —Unverified | 0 |
| Feasibility with Language Models for Open-World Compositional Zero-Shot Learning | May 16, 2025 | AttributeCompositional Zero-Shot Learning | —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 |
| Predictability Shapes Adaptation: An Evolutionary Perspective on Modes of Learning in Transformers | May 14, 2025 | In-Context Learning | —Unverified | 0 |
| Towards Fair In-Context Learning with Tabular Foundation Models | May 14, 2025 | FairnessIn-Context Learning | CodeCode Available | 0 |
| A Survey on Large Language Models in Multimodal Recommender Systems | May 14, 2025 | In-Context LearningMultimodal Recommendation | —Unverified | 0 |
| Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing | May 13, 2025 | Face ModelIn-Context Learning | —Unverified | 0 |
| Automated Meta Prompt Engineering for Alignment with the Theory of Mind | May 13, 2025 | ArticlesIn-Context Learning | —Unverified | 0 |
| NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context | May 13, 2025 | In-Context Learning | —Unverified | 0 |
| Tests as Prompt: A Test-Driven-Development Benchmark for LLM Code Generation | May 13, 2025 | Code GenerationIn-Context Learning | —Unverified | 0 |
| Incomplete In-context Learning | May 12, 2025 | Binary ClassificationIn-Context Learning | —Unverified | 0 |
| Spoken Language Understanding on Unseen Tasks With In-Context Learning | May 12, 2025 | In-Context LearningSpoken Language Understanding | —Unverified | 0 |
| Probing In-Context Learning: Impact of Task Complexity and Model Architecture on Generalization and Efficiency | May 10, 2025 | Computational EfficiencyIn-Context Learning | CodeCode Available | 0 |
| Turbo-ICL: In-Context Learning-Based Turbo Equalization | May 9, 2025 | DecoderDiversity | —Unverified | 0 |
| Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification | May 9, 2025 | Explanation GenerationIn-Context Learning | —Unverified | 0 |
| Prompting Large Language Models for Training-Free Non-Intrusive Load Monitoring | May 9, 2025 | energy managementIn-Context Learning | —Unverified | 0 |
| Rethinking Invariance in In-context Learning | May 8, 2025 | In-Context Learning | CodeCode Available | 0 |
| Leveraging Large Language Models for enzymatic reaction prediction and characterization | May 8, 2025 | Drug DiscoveryIn-Context Learning | CodeCode Available | 0 |
| RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection | May 8, 2025 | In-Context LearningInductive Bias | —Unverified | 0 |
| Understanding In-context Learning of Addition via Activation Subspaces | May 8, 2025 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| The Pitfalls of Growing Group Complexity: LLMs and Social Choice-Based Aggregation for Group Recommendations | May 8, 2025 | In-Context LearningRecommendation Systems | —Unverified | 0 |
| EAM: Enhancing Anything with Diffusion Transformers for Blind Super-Resolution | May 8, 2025 | Blind Super-ResolutionImage Restoration | —Unverified | 0 |
| In-Context Learning for Label-Efficient Cancer Image Classification in Oncology | May 8, 2025 | Binary ClassificationDiagnostic | —Unverified | 0 |
| CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies | May 7, 2025 | Data IntegrationIn-Context Learning | —Unverified | 0 |