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| Context-aware Prompt Tuning: Advancing In-Context Learning with Adversarial Methods | Oct 22, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Large Language Models are In-context Preference Learners | Oct 22, 2024 | In-Context Learningreinforcement-learning | —Unverified | 0 |
| Interpreting Affine Recurrence Learning in GPT-style Transformers | Oct 22, 2024 | In-Context Learning | —Unverified | 0 |
| In Context Learning and Reasoning for Symbolic Regression with Large Language Models | Oct 22, 2024 | In-Context LearningSymbolic Regression | CodeCode Available | 0 |
| CoT-TL: Low-Resource Temporal Knowledge Representation of Planning Instructions Using Chain-of-Thought Reasoning | Oct 21, 2024 | Formal LogicIn-Context Learning | CodeCode Available | 0 |
| Analyzing Context Contributions in LLM-based Machine Translation | Oct 21, 2024 | DecoderIn-Context Learning | —Unverified | 0 |
| A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration | Oct 21, 2024 | In-Context Learning | —Unverified | 0 |
| How Aligned are Generative Models to Humans in High-Stakes Decision-Making? | Oct 20, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Provable In-context Learning for Mixture of Linear Regressions using Transformers | Oct 18, 2024 | In-Context Learning | —Unverified | 0 |
