| How Private is Your Attention? Bridging Privacy with In-Context Learning | Apr 22, 2025 | In-Context Learningregression | —Unverified | 0 |
| Automated Measurement of Eczema Severity with Self-Supervised Learning | Apr 21, 2025 | In-Context LearningSelf-Supervised Learning | —Unverified | 0 |
| LLMs as Data Annotators: How Close Are We to Human Performance | Apr 21, 2025 | In-Context Learningnamed-entity-recognition | —Unverified | 0 |
| LLM-Enabled In-Context Learning for Data Collection Scheduling in UAV-assisted Sensor Networks | Apr 20, 2025 | Deep Reinforcement LearningIn-Context Learning | —Unverified | 0 |
| Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models | Apr 19, 2025 | Adversarial AttackAdversarial Defense | —Unverified | 0 |
| Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization | Apr 19, 2025 | ClassificationFine-Grained Image Classification | —Unverified | 0 |
| Scaling sparse feature circuit finding for in-context learning | Apr 18, 2025 | In-Context LearningLarge Language Model | —Unverified | 0 |
| Information Gain-Guided Causal Intervention for Autonomous Debiasing Large Language Models | Apr 17, 2025 | DiversityIn-Context Learning | —Unverified | 0 |
| Chain-of-Thought Prompting for Out-of-Distribution Samples: A Latent-Variable Study | Apr 17, 2025 | In-Context Learning | CodeCode Available | 0 |
| Exact Learning Dynamics of In-Context Learning in Linear Transformers and Its Application to Non-Linear Transformers | Apr 17, 2025 | In-Context Learning | —Unverified | 0 |
| Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation | Apr 17, 2025 | HallucinationIn-Context Learning | —Unverified | 0 |
| Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation | Apr 16, 2025 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| Selective Demonstration Retrieval for Improved Implicit Hate Speech Detection | Apr 16, 2025 | Hate Speech DetectionIn-Context Learning | —Unverified | 0 |
| On Linear Representations and Pretraining Data Frequency in Language Models | Apr 16, 2025 | 2kIn-Context Learning | —Unverified | 0 |
| LayoutCoT: Unleashing the Deep Reasoning Potential of Large Language Models for Layout Generation | Apr 15, 2025 | In-Context LearningLayout Generation | —Unverified | 0 |
| Tabular foundation model to detect empathy from visual cues | Apr 15, 2025 | In-Context Learning | —Unverified | 0 |
| Improving Instruct Models for Free: A Study on Partial Adaptation | Apr 15, 2025 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Assessing Judging Bias in Large Reasoning Models: An Empirical Study | Apr 14, 2025 | In-Context LearningPosition | —Unverified | 0 |
| Can LLMs handle WebShell detection? Overcoming Detection Challenges with Behavioral Function-Aware Framework | Apr 14, 2025 | In-Context Learning | —Unverified | 0 |
| Improving In-Context Learning with Reasoning Distillation | Apr 14, 2025 | ARCData Augmentation | CodeCode Available | 0 |
| Mitigating Many-Shot Jailbreaking | Apr 13, 2025 | In-Context Learning | —Unverified | 0 |
| Integrating Large Language Models for Automated Structural Analysis | Apr 13, 2025 | DescriptiveIn-Context Learning | —Unverified | 0 |
| Knowledge Graph-extended Retrieval Augmented Generation for Question Answering | Apr 11, 2025 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning | Apr 10, 2025 | Image GenerationIn-Context Learning | —Unverified | 0 |
| Investigating Vision-Language Model for Point Cloud-based Vehicle Classification | Apr 10, 2025 | Autonomous DrivingClassification | —Unverified | 0 |