| Enhancing Cross-task Transfer of Large Language Models via Activation Steering | Jul 17, 2025 | Cross-Lingual TransferIn-Context Learning | —Unverified | 0 |
| Assay2Mol: large language model-based drug design using BioAssay context | Jul 16, 2025 | DescriptiveDrug Design | CodeCode Available | 0 |
| Journalism-Guided Agentic In-Context Learning for News Stance Detection | Jul 15, 2025 | ArticlesIn-Context Learning | —Unverified | 0 |
| DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations | Jul 8, 2025 | In-Context LearningJoint Entity and Relation Extraction | —Unverified | 0 |
| Meta-Learning Transformers to Improve In-Context Generalization | Jul 7, 2025 | In-Context LearningMeta-Learning | —Unverified | 0 |
| ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks | Jul 2, 2025 | In-Context Learning | —Unverified | 0 |
| Early Stopping Tabular In-Context Learning | Jun 26, 2025 | DecoderIn-Context Learning | —Unverified | 0 |
| SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning | Jun 26, 2025 | In-Context LearningMedical Visual Question Answering | —Unverified | 0 |
| Chain-of-Thought Enhanced Shallow Transformers for Wireless Symbol Detection | Jun 26, 2025 | Computational EfficiencyIn-Context Learning | —Unverified | 0 |
| How to Retrieve Examples in In-context Learning to Improve Conversational Emotion Recognition using Large Language Models? | Jun 25, 2025 | Emotion RecognitionIn-Context Learning | —Unverified | 0 |
| A Modular Multitask Reasoning Framework Integrating Spatio-temporal Models and LLMs | Jun 25, 2025 | In-Context LearningNatural Language Queries | —Unverified | 0 |
| Automatic Demonstration Selection for LLM-based Tabular Data Classification | Jun 25, 2025 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models | Jun 25, 2025 | Code GenerationIn-Context Learning | —Unverified | 0 |
| Case-based Reasoning Augmented Large Language Model Framework for Decision Making in Realistic Safety-Critical Driving Scenarios | Jun 25, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |
| From Memories to Maps: Mechanisms of In-Context Reinforcement Learning in Transformers | Jun 24, 2025 | In-Context LearningIn-Context Reinforcement Learning | —Unverified | 0 |
| Universal pre-training by iterated random computation | Jun 24, 2025 | In-Context Learning | CodeCode Available | 0 |
| AgenticControl: An Automated Control Design Framework Using Large Language Models | Jun 23, 2025 | In-Context LearningLarge Language Model | —Unverified | 0 |
| Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective | Jun 22, 2025 | In-Context LearningLarge Language Model | CodeCode Available | 1 |
| In-Context Learning Strategies Emerge Rationally | Jun 21, 2025 | In-Context LearningMemorization | —Unverified | 0 |
| Conquering the Retina: Bringing Visual in-Context Learning to OCT | Jun 18, 2025 | In-Context LearningMedical Image Analysis | CodeCode Available | 0 |
| When and How Unlabeled Data Provably Improve In-Context Learning | Jun 18, 2025 | In-Context LearningMissing Labels | —Unverified | 0 |
| In-Context Learning for Gradient-Free Receiver Adaptation: Principles, Applications, and Theory | Jun 18, 2025 | In-Context LearningMeta-Learning | —Unverified | 0 |
| Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot | Jun 17, 2025 | In-Context LearningMathematical Reasoning | —Unverified | 0 |
| Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval | Jun 17, 2025 | In-Context LearningRetrieval | —Unverified | 0 |
| Leveraging In-Context Learning for Language Model Agents | Jun 16, 2025 | In-Context LearningLanguage Modeling | —Unverified | 0 |
