SOTAVerified

In-Context Learning

Papers

Showing 12011225 of 2297 papers

TitleStatusHype
FLIRT: Feedback Loop In-context Red Teaming0
Focused Large Language Models are Stable Many-Shot Learners0
FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists0
Foundation Models for Causal Inference via Prior-Data Fitted Networks0
Foundation models in brief: A historical, socio-technical focus0
From 128K to 4M: Efficient Training of Ultra-Long Context Large Language Models0
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL0
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning0
From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set0
From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond0
From Memories to Maps: Mechanisms of In-Context Reinforcement Learning in Transformers0
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems0
From Parameters to Prompts: Understanding and Mitigating the Factuality Gap between Fine-Tuned LLMs0
From Persona to Personalization: A Survey on Role-Playing Language Agents0
From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning0
From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning0
From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs0
From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs0
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems0
GAMformer: In-Context Learning for Generalized Additive Models0
Gated recurrent neural networks discover attention0
Gating is Weighting: Understanding Gated Linear Attention through In-context Learning0
GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems0
GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning0
Gender-specific Machine Translation with Large Language Models0
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