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| Towards Autonomous Agents: Adaptive-planning, Reasoning, and Acting in Language Models | Aug 12, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Retrieval-Augmented Hierarchical in-Context Reinforcement Learning and Hindsight Modular Reflections for Task Planning with LLMs | Aug 12, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| LLM-Based Robust Product Classification in Commerce and Compliance | Aug 11, 2024 | ClassificationIn-Context Learning | —Unverified | 0 |
| In-Context Exploiter for Extensive-Form Games | Aug 10, 2024 | FormIn-Context Learning | —Unverified | 0 |
| LaiDA: Linguistics-aware In-context Learning with Data Augmentation for Metaphor Components Identification | Aug 10, 2024 | Data AugmentationDiversity | CodeCode Available | 0 |
| Large Language Model-based Role-Playing for Personalized Medical Jargon Extraction | Aug 10, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine Translation | Aug 9, 2024 | In-Context LearningMachine Translation | CodeCode Available | 0 |
| How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression | Aug 8, 2024 | In-Context Learningregression | —Unverified | 0 |
| Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning | Aug 8, 2024 | In-Context LearningMachine Reading Comprehension | —Unverified | 0 |
