| Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective Tasks | Sep 10, 2024 | In-Context Learning | CodeCode Available | 0 |
| Inference is All You Need: Self Example Retriever for Cross-domain Dialogue State Tracking with ChatGPT | Sep 10, 2024 | AllDialogue State Tracking | —Unverified | 0 |
| Quantifying and Enabling the Interpretability of CLIP-like Models | Sep 10, 2024 | DisentanglementIn-Context Learning | —Unverified | 0 |
| Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD Prompts | Sep 9, 2024 | In-Context LearningState Space Models | CodeCode Available | 0 |
| Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers | Sep 9, 2024 | In-Context LearningLarge Language Model | —Unverified | 0 |
| Seek and Solve Reasoning for Table Question Answering | Sep 9, 2024 | In-Context LearningQuestion Answering | —Unverified | 0 |
| MILE: A Mutation Testing Framework of In-Context Learning Systems | Sep 7, 2024 | In-Context Learning | CodeCode Available | 0 |
| Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMs | Sep 6, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 0 |
| Context is the Key: Backdoor Attacks for In-Context Learning with Vision Transformers | Sep 6, 2024 | Data PoisoningIn-Context Learning | —Unverified | 0 |
| Visual Prompting in Multimodal Large Language Models: A Survey | Sep 5, 2024 | In-Context LearningPrompt Learning | —Unverified | 0 |
| CACER: Clinical Concept Annotations for Cancer Events and Relations | Sep 5, 2024 | Event ExtractionIn-Context Learning | CodeCode Available | 0 |
| The representation landscape of few-shot learning and fine-tuning in large language models | Sep 5, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| How to Determine the Preferred Image Distribution of a Black-Box Vision-Language Model? | Sep 3, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Efficient LLM Context Distillation | Sep 3, 2024 | Domain GeneralizationIn-Context Learning | —Unverified | 0 |
| Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs | Sep 3, 2024 | In-Context Learning | —Unverified | 0 |
| Think Twice Before Recognizing: Large Multimodal Models for General Fine-grained Traffic Sign Recognition | Sep 3, 2024 | In-Context LearningTraffic Sign Recognition | —Unverified | 0 |
| The Compressor-Retriever Architecture for Language Model OS | Sep 2, 2024 | CPUIn-Context Learning | CodeCode Available | 1 |
| Membership Inference Attacks Against In-Context Learning | Sep 2, 2024 | Computational EfficiencyIn-Context Learning | —Unverified | 0 |
| PoliPrompt: A High-Performance Cost-Effective LLM-Based Text Classification Framework for Political Science | Sep 2, 2024 | ClassificationFeature Engineering | —Unverified | 0 |
| AWRaCLe: All-Weather Image Restoration using Visual In-Context Learning | Aug 30, 2024 | AllImage Restoration | —Unverified | 0 |
| Self-Alignment: Improving Alignment of Cultural Values in LLMs via In-Context Learning | Aug 29, 2024 | In-Context Learning | CodeCode Available | 0 |
| DriveGenVLM: Real-world Video Generation for Vision Language Model based Autonomous Driving | Aug 29, 2024 | Autonomous DrivingDenoising | —Unverified | 0 |
| Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning | Aug 28, 2024 | In-Context Learning | —Unverified | 0 |
| Harnessing the Intrinsic Knowledge of Pretrained Language Models for Challenging Text Classification Settings | Aug 28, 2024 | In-Context LearningSentiment Analysis | —Unverified | 0 |
| Atari-GPT: Benchmarking Multimodal Large Language Models as Low-Level Policies in Atari Games | Aug 28, 2024 | Atari GamesBenchmarking | —Unverified | 0 |
