| In-Context Learning Distillation for Efficient Few-Shot Fine-Tuning | Dec 17, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 |
| In-context learning for medical image segmentation | Dec 17, 2024 | Image SegmentationIn-Context Learning | —Unverified | 0 |
| Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL | Dec 17, 2024 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| Jailbreaking? One Step Is Enough! | Dec 17, 2024 | In-Context Learning | —Unverified | 0 |
| LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering | Dec 16, 2024 | In-Context LearningInstruction Following | CodeCode Available | 0 |
| Emergence of Abstractions: Concept Encoding and Decoding Mechanism for In-Context Learning in Transformers | Dec 16, 2024 | In-Context LearningSentence | —Unverified | 0 |
| A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection | Dec 16, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| Understanding Knowledge Hijack Mechanism in In-context Learning through Associative Memory | Dec 16, 2024 | In-Context Learning | —Unverified | 0 |
| Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning | Dec 16, 2024 | In-Context LearningSelf-Supervised Learning | —Unverified | 0 |
| PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension | Dec 16, 2024 | BenchmarkingImage Captioning | —Unverified | 0 |