| Generating Traffic Scenarios via In-Context Learning to Learn Better Motion Planner | Dec 24, 2024 | Autonomous DrivingDataset Generation | CodeCode Available | 1 |
| The Power of Adaptation: Boosting In-Context Learning through Adaptive Prompting | Dec 23, 2024 | In-Context LearningInformativeness | —Unverified | 0 |
| Revisiting In-Context Learning with Long Context Language Models | Dec 22, 2024 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| SAIL: Sample-Centric In-Context Learning for Document Information Extraction | Dec 22, 2024 | In-Context Learning | CodeCode Available | 1 |
| PromptDresser: Improving the Quality and Controllability of Virtual Try-On via Generative Textual Prompt and Prompt-aware Mask | Dec 22, 2024 | In-Context LearningVirtual Try-on | CodeCode Available | 3 |
| Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees | Dec 21, 2024 | Graph Neural NetworkIn-Context Learning | CodeCode Available | 0 |
| Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification | Dec 20, 2024 | In-Context Learningintent-classification | —Unverified | 0 |
| Can Input Attributions Interpret the Inductive Reasoning Process Elicited in In-Context Learning? | Dec 20, 2024 | DiagnosticIn-Context Learning | —Unverified | 0 |
| In-context Continual Learning Assisted by an External Continual Learner | Dec 20, 2024 | Continual LearningIn-Context Learning | CodeCode Available | 0 |
| Conceptual In-Context Learning and Chain of Concepts: Solving Complex Conceptual Problems Using Large Language Models | Dec 19, 2024 | In-Context LearningMath | —Unverified | 0 |
| DS^2-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis | Dec 19, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks | Dec 19, 2024 | 8kIn-Context Learning | CodeCode Available | 5 |
| Associative memory inspires improvements for in-context learning using a novel attention residual stream architecture | Dec 19, 2024 | In-Context Learning | CodeCode Available | 0 |
| Relational Programming with Foundation Models | Dec 19, 2024 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| LIFT: Improving Long Context Understanding Through Long Input Fine-Tuning | Dec 18, 2024 | In-Context LearningLong-Context Understanding | —Unverified | 0 |
| 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 |
