| 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 |
| Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation | Apr 17, 2025 | HallucinationIn-Context Learning | —Unverified | 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 |
| Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation | Apr 16, 2025 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| On Linear Representations and Pretraining Data Frequency in Language Models | Apr 16, 2025 | 2kIn-Context Learning | —Unverified | 0 |
| Selective Demonstration Retrieval for Improved Implicit Hate Speech Detection | Apr 16, 2025 | Hate Speech DetectionIn-Context Learning | —Unverified | 0 |
| Improving Instruct Models for Free: A Study on Partial Adaptation | Apr 15, 2025 | Few-Shot LearningIn-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 |
| 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 |
| Assessing Judging Bias in Large Reasoning Models: An Empirical Study | Apr 14, 2025 | In-Context LearningPosition | —Unverified | 0 |
| Integrating Large Language Models for Automated Structural Analysis | Apr 13, 2025 | DescriptiveIn-Context Learning | —Unverified | 0 |
| Mitigating Many-Shot Jailbreaking | Apr 13, 2025 | In-Context Learning | —Unverified | 0 |
| Knowledge Graph-extended Retrieval Augmented Generation for Question Answering | Apr 11, 2025 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| Mimic In-Context Learning for Multimodal Tasks | Apr 11, 2025 | In-Context LearningVisual Question Answering (VQA) | CodeCode Available | 1 |
| Investigating Vision-Language Model for Point Cloud-based Vehicle Classification | Apr 10, 2025 | Autonomous DrivingClassification | —Unverified | 0 |
| VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning | Apr 10, 2025 | Image GenerationIn-Context Learning | —Unverified | 0 |
| C3PO: Critical-Layer, Core-Expert, Collaborative Pathway Optimization for Test-Time Expert Re-Mixing | Apr 10, 2025 | In-Context LearningMixture-of-Experts | CodeCode Available | 1 |
| Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning | Apr 9, 2025 | Action Unit DetectionAge Estimation | —Unverified | 0 |
| From 128K to 4M: Efficient Training of Ultra-Long Context Large Language Models | Apr 8, 2025 | In-Context LearningInstruction Following | —Unverified | 0 |
| Decoding Recommendation Behaviors of In-Context Learning LLMs Through Gradient Descent | Apr 6, 2025 | In-Context LearningRecommendation Systems | —Unverified | 0 |
