| Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation | Jun 16, 2025 | In-Context LearningRelation | —Unverified | 0 |
| Evaluating Cell Type Inference in Vision Language Models Under Varying Visual Context | Jun 15, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| Surprise Calibration for Better In-Context Learning | Jun 15, 2025 | Bayesian InferenceIn-Context Learning | —Unverified | 0 |
| Mind the XAI Gap: A Human-Centered LLM Framework for Democratizing Explainable AI | Jun 13, 2025 | BenchmarkingIn-Context Learning | CodeCode Available | 0 |
| Large Language Model-Powered Conversational Agent Delivering Problem-Solving Therapy (PST) for Family Caregivers: Enhancing Empathy and Therapeutic Alliance Using In-Context Learning | Jun 13, 2025 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| PRO-V: An Efficient Program Generation Multi-Agent System for Automatic RTL Verification | Jun 13, 2025 | Code GenerationIn-Context Learning | CodeCode Available | 1 |
| Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods | Jun 12, 2025 | In-Context Learningregression | —Unverified | 0 |
| ConTextTab: A Semantics-Aware Tabular In-Context Learner | Jun 12, 2025 | In-Context LearningWorld Knowledge | CodeCode Available | 2 |
| Foundation Models for Causal Inference via Prior-Data Fitted Networks | Jun 12, 2025 | Bayesian InferenceCausal Inference | —Unverified | 0 |
| Graph-MLLM: Harnessing Multimodal Large Language Models for Multimodal Graph Learning | Jun 12, 2025 | Graph LearningIn-Context Learning | —Unverified | 0 |
| Test-Time Adaptation for Generalizable Task Progress Estimation | Jun 11, 2025 | In-Context LearningMeta-Learning | —Unverified | 0 |
| Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning | Jun 11, 2025 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Towards Multi-modal Graph Large Language Model | Jun 11, 2025 | Graph LearningIn-Context Learning | —Unverified | 0 |
| Improving LLM Agent Planning with In-Context Learning via Atomic Fact Augmentation and Lookahead Search | Jun 10, 2025 | In-Context Learning | —Unverified | 0 |
| On Finetuning Tabular Foundation Models | Jun 10, 2025 | In-Context LearningRetrieval | CodeCode Available | 1 |
| Sample Efficient Demonstration Selection for In-Context Learning | Jun 10, 2025 | In-Context Learning | CodeCode Available | 0 |
| Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations | Jun 10, 2025 | In-Context LearningTriplet | —Unverified | 0 |
| Factors affecting the in-context learning abilities of LLMs for dialogue state tracking | Jun 10, 2025 | Dialogue State TrackingIn-Context Learning | —Unverified | 0 |
| Mimicking or Reasoning: Rethinking Multi-Modal In-Context Learning in Vision-Language Models | Jun 9, 2025 | In-Context Learning | —Unverified | 0 |
| Federated In-Context Learning: Iterative Refinement for Improved Answer Quality | Jun 9, 2025 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Language-Vision Planner and Executor for Text-to-Visual Reasoning | Jun 9, 2025 | In-Context LearningMME | —Unverified | 0 |
| Difference Inversion: Interpolate and Isolate the Difference with Token Consistency for Image Analogy Generation | Jun 9, 2025 | In-Context Learning | —Unverified | 0 |
| Eliciting Fine-Tuned Transformer Capabilities via Inference-Time Techniques | Jun 9, 2025 | In-Context LearningRetrieval-augmented Generation | CodeCode Available | 0 |
| CausalPFN: Amortized Causal Effect Estimation via In-Context Learning | Jun 9, 2025 | Decision MakingHeterogeneous Treatment Effect Estimation | CodeCode Available | 2 |
| Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering | Jun 7, 2025 | In-Context LearningMeta-Learning | —Unverified | 0 |
