| FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction | Apr 23, 2024 | HallucinationImage Generation | —Unverified | 0 |
| ProteinEngine: Empower LLM with Domain Knowledge for Protein Engineering | Apr 21, 2024 | In-Context LearningProtein Design | —Unverified | 0 |
| "A good pun is its own reword": Can Large Language Models Understand Puns? | Apr 21, 2024 | In-Context Learning | CodeCode Available | 0 |
| Socratic Planner: Self-QA-Based Zero-Shot Planning for Embodied Instruction Following | Apr 21, 2024 | In-Context LearningInstruction Following | —Unverified | 0 |
| AnyPattern: Towards In-context Image Copy Detection | Apr 21, 2024 | Copy DetectionIn-Context Learning | CodeCode Available | 1 |
| Towards Reliable Latent Knowledge Estimation in LLMs: Zero-Prompt Many-Shot Based Factual Knowledge Extraction | Apr 19, 2024 | In-Context LearningPrompt Engineering | CodeCode Available | 0 |
| Sample Design Engineering: An Empirical Study of What Makes Good Downstream Fine-Tuning Samples for LLMs | Apr 19, 2024 | Event ExtractionIn-Context Learning | CodeCode Available | 5 |
| Stronger Random Baselines for In-Context Learning | Apr 19, 2024 | In-Context Learning | CodeCode Available | 0 |
| How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? | Apr 19, 2024 | In-Context LearningRetrieval | CodeCode Available | 1 |
| Exploring the landscape of large language models: Foundations, techniques, and challenges | Apr 18, 2024 | In-Context LearningRetrieval | —Unverified | 0 |
| Point-In-Context: Understanding Point Cloud via In-Context Learning | Apr 18, 2024 | In-Context Learning | CodeCode Available | 2 |
| Many-Shot In-Context Learning | Apr 17, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Position Engineering: Boosting Large Language Models through Positional Information Manipulation | Apr 17, 2024 | In-Context LearningPosition | —Unverified | 0 |
| In-Context Learning State Vector with Inner and Momentum Optimization | Apr 17, 2024 | In-Context LearningTest-time Adaptation | CodeCode Available | 1 |
| Grounded Language Agent for Product Search via Intelligent Web Interactions | Apr 16, 2024 | Domain AdaptationIn-Context Learning | CodeCode Available | 0 |
| Unveiling the Misuse Potential of Base Large Language Models via In-Context Learning | Apr 16, 2024 | In-Context LearningInstruction Following | —Unverified | 0 |
| EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models | Apr 15, 2024 | In-Context LearningSynthetic Data Generation | CodeCode Available | 1 |
| Memory Sharing for Large Language Model based Agents | Apr 15, 2024 | Common Sense ReasoningDiversity | CodeCode Available | 1 |
| Evolving Interpretable Visual Classifiers with Large Language Models | Apr 15, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning | Apr 15, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation | Apr 15, 2024 | Conditional Image GenerationDenoising | —Unverified | 0 |
| GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning | Apr 14, 2024 | Extractive Question-AnsweringFew-Shot Learning | —Unverified | 0 |
| Tasks People Prompt: A Taxonomy of LLM Downstream Tasks in Software Verification and Falsification Approaches | Apr 14, 2024 | ArticlesFault localization | —Unverified | 0 |
| Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model | Apr 13, 2024 | Cross-Lingual TransferIn-Context Learning | —Unverified | 0 |
| Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context Learning | Apr 11, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
