| From Memories to Maps: Mechanisms of In-Context Reinforcement Learning in Transformers | Jun 24, 2025 | In-Context LearningIn-Context Reinforcement Learning | —Unverified | 0 |
| From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems | Oct 1, 2024 | Computational EfficiencyData Augmentation | —Unverified | 0 |
| From Parameters to Prompts: Understanding and Mitigating the Factuality Gap between Fine-Tuned LLMs | May 29, 2025 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| From Persona to Personalization: A Survey on Role-Playing Language Agents | Apr 28, 2024 | In-Context LearningInstruction Following | —Unverified | 0 |
| From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning | Apr 22, 2025 | Conformal PredictionIn-Context Learning | —Unverified | 0 |
| From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning | Mar 7, 2025 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs | Feb 28, 2024 | In-Context Learning | —Unverified | 0 |
| From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs | Sep 16, 2024 | In-Context Learningknowledge editing | —Unverified | 0 |
| From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems | May 30, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| GAMformer: In-Context Learning for Generalized Additive Models | Oct 6, 2024 | Additive modelsIn-Context Learning | —Unverified | 0 |
