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| Focused Large Language Models are Stable Many-Shot Learners | Aug 26, 2024 | In-Context Learning | —Unverified | 0 |
| FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists | Sep 19, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Foundation Models for Causal Inference via Prior-Data Fitted Networks | Jun 12, 2025 | Bayesian InferenceCausal Inference | —Unverified | 0 |
| Foundation models in brief: A historical, socio-technical focus | Dec 17, 2022 | In-Context Learning | —Unverified | 0 |
| From 128K to 4M: Efficient Training of Ultra-Long Context Large Language Models | Apr 8, 2025 | In-Context LearningInstruction Following | —Unverified | 0 |
| From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL | Nov 11, 2023 | In-Context LearningRetrieval | —Unverified | 0 |
| From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning | Jul 1, 2024 | In-Context Learning | —Unverified | 0 |
| From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set | Nov 23, 2024 | AllIn-Context Learning | —Unverified | 0 |
| From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond | Nov 6, 2024 | In-Context LearningPrompt Engineering | —Unverified | 0 |
| 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 |
| Gated recurrent neural networks discover attention | Sep 4, 2023 | In-Context Learning | —Unverified | 0 |
| Gating is Weighting: Understanding Gated Linear Attention through In-context Learning | Apr 6, 2025 | In-Context LearningMamba | —Unverified | 0 |
| GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems | Jan 18, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —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 |
| Gender-specific Machine Translation with Large Language Models | Sep 6, 2023 | coreference-resolutionCoreference Resolution | —Unverified | 0 |