| Guideline Learning for In-context Information Extraction | Oct 8, 2023 | Active LearningEvent Extraction | —Unverified | 0 |
| Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning | Oct 7, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
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| The Cost of Down-Scaling Language Models: Fact Recall Deteriorates before In-Context Learning | Oct 7, 2023 | In-Context Learning | —Unverified | 0 |
| Ada-Instruct: Adapting Instruction Generators for Complex Reasoning | Oct 6, 2023 | Code CompletionIn-Context Learning | CodeCode Available | 1 |
| Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models | Oct 6, 2023 | Code GenerationDecision Making | CodeCode Available | 2 |
| An In-Context Learning Agent for Formal Theorem-Proving | Oct 6, 2023 | Automated Theorem ProvingIn-Context Learning | CodeCode Available | 1 |
| Fine-tune Language Models to Approximate Unbiased In-context Learning | Oct 5, 2023 | In-Context Learning | —Unverified | 0 |
| Procedural Text Mining with Large Language Models | Oct 5, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions | Oct 4, 2023 | In-Context Learning | —Unverified | 0 |
