| What Matters for In-Context Learning: A Balancing Act of Look-up and In-Weight Learning | Jan 9, 2025 | In-Context Learning | —Unverified | 0 |
| Vision-Language Models for Autonomous Driving: CLIP-Based Dynamic Scene Understanding | Jan 9, 2025 | Autonomous DrivingIn-Context Learning | —Unverified | 0 |
| ZSVC: Zero-shot Style Voice Conversion with Disentangled Latent Diffusion Models and Adversarial Training | Jan 8, 2025 | In-Context LearningVoice Conversion | —Unverified | 0 |
| Efficient and Responsible Adaptation of Large Language Models for Robust and Equitable Top-k Recommendations | Jan 8, 2025 | In-Context LearningRecommendation Systems | —Unverified | 0 |
| More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives | Jan 7, 2025 | In-Context Learning | —Unverified | 0 |
| Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text | Jan 6, 2025 | Code GenerationIn-Context Learning | CodeCode Available | 0 |
| A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval | Jan 6, 2025 | In-Context LearningSensor Modeling | —Unverified | 0 |
| Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models | Jan 3, 2025 | In-Context LearningMachine Translation | —Unverified | 0 |
| Automated Self-Refinement and Self-Correction for LLM-based Product Attribute Value Extraction | Jan 2, 2025 | AttributeAttribute Value Extraction | CodeCode Available | 0 |
| ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning | Jan 2, 2025 | FairnessFew-Shot Learning | —Unverified | 0 |
