#incontextlearning search results

🤯 The LLM Mystery Solved: "Learning Without Training" is a HACK! New research cracks #InContextLearning (ICL) in Large Language Models. It's not magic it's implicit, low-rank weight updates during inference. Learning Without Training: The Implicit Dynamic of In-Context Learning

Prediction-Powered Transformer (PPT) integrates curiosity-driven exploration into offline transformer training. Improved out-of-distribution robustness on bandit tasks without online rollouts. arxiv.org/abs/2510.00347 #Curiosity #Transformers #InContextLearning

How does TabPFN work? It uses in-context learning. You provide the 'frozen' model your training data (context) & test data (query) in a single prompt. It learns the pattern from the context on the fly and predicts instantly. #InContextLearning #Transformers #AI

AI Paper Navi: Learning without training - The implicit dynamics of in-context learning (arxiv.org/abs/2507.16003…, 1/5) Mathematical analysis of in-context learning as implicit weight updates in LLMs #IncontextLearning #LLM #ImplicitWeightUpdate 👇

AI論文ナビ：Learning without training - The implicit dynamics of in-context learning (arxiv.org/abs/2507.16003…, 1/5) 文脈内学習を、コンテキストが生む見かけ上の重み変化として数理的に解明 #IncontextLearning #LLM #ImplicitWeightUpdate 👇

As we dig deeper into LLMs, surprising patterns emerge. New paper: models can simulate tiny low‑rank weight updates from your prompt—so they “learn” without training. It’s transient, living only for that context. arxiv.org/pdf/2507.16003 #InContextLearning #LLMs #AIResearch…

Key Lessons in Context Engineering for AI Agents: Boost Performance and Reliability #ContextEngineering #AIAgents #InContextLearning #KVCache #ArtificialIntelligence itinai.com/key-lessons-in… Understanding Context Engineering for AI Agents When creating AI agents, simply choosi…

Here's the Beginner’s Guide to 𝙄𝙣-𝘾𝙤𝙣𝙩𝙚𝙭𝙩 𝙇𝙚𝙖𝙧𝙣𝙞𝙣𝙜! 💡 Find all your answers regarding in-context learning and know how it works. Read this blog 👇 #incontextlearning #ml #dataannoation

人型ロボットが人間の意図を理解し、表現豊かで適切なジェスチャーで応答するリアルタイムシステム (階層的に意図を考慮したインタラクション) youtu.be/_C60tH7mb2I #humanoid #robot #InContextLearning #ICL #MotionGeneration #interaction #gesture #PhysicalAI

10/22 💡 Prompt engineering is an art. Chain-of-thought, few-shot learning, role prompting - these techniques unlock model capabilities without additional training. Your prompt is your program. #PromptEngineering #InContextLearning #AIPrompts

Descubren que el aprendizaje en contexto supera al ajuste fino en tareas específicas de modelos de lenguaje. Menos entrenamiento, adaptación rápida, ¿es este el futuro de #AI personalizada? 🚀 #MachineLearning #InContextLearning

7/7 Want to learn more? Feel free to DM me for discussions. #ICML2025 #LLMs #InContextLearning #Bandits #AI #MachineLearning #DeepLearning #NLP

Function Vector Heads: Key Drivers of In-Context Learning in Large Language Models #InContextLearning #LargeLanguageModels #ArtificialIntelligence #AIResearch #MachineLearning itinai.com/function-vecto…

Prediction-Powered Transformer (PPT) integrates curiosity-driven exploration into offline transformer training. Improved out-of-distribution robustness on bandit tasks without online rollouts. arxiv.org/abs/2510.00347 #Curiosity #Transformers #InContextLearning

A very pertinent slide from #sunitasarawagi ‘s #aclkeynote on #incontextlearning at #ACL2024 @aclmeeting #ACL2024NLP

Prompt optimization with EASE @icmlconf #ICML2024 Workshop on #InContextLearning!

In-Context Learning with Unpaired Clips for Instruction-based Video Editing 👥 Xinyao Liao, Xianfang Zeng, Ziye Song et al. #AIResearch #VideoEditing #InContextLearning #DeepLearning #MachineLearning 🔗 trendtoknow.ai

How can large pre-trained transformers, like GPT-4, master in-context learning from visuals and text without the computational heavyweight? Unveiling the SINC framework's approach in our latest exploration. #AI #InContextLearning (1/4)

@BobbyZhouZijian is presenting the DETAIL @NeurIPSConf #NeurIPS2024!!! #InContextLearning #LLMs #Interpretability #PromptEngineering

Insights from the paper 'In-Context Learning with Long Context Models: An In-Depth Exploration' #InContextLearning #LongContextModels #LanguageModels #MachineLearning #ArtificialIntelligence #DeepLearning #NLP #MLResearch

Mixtures of In-Context Learners: A Robust AI Solution for Managing Memory Constraints and Improving Classification Accuracy in Transformer-Based NLP Models itinai.com/mixtures-of-in… #InContextLearning #AIResearch #NaturalLanguageProcessing #MachineLearning #Transformers #ai #ne…

Function Vector Heads: Key Drivers of In-Context Learning in Large Language Models #InContextLearning #LargeLanguageModels #ArtificialIntelligence #AIResearch #MachineLearning itinai.com/function-vecto…

Researchers at Stanford Introduces In-Context Vectors (ICV): A Scalable and Efficient AI Approach for Fine-Tuning Large Language Models itinai.com/researchers-at… #LargeLanguageModels #InContextLearning #StanfordAIResearch #NaturalLanguageProcessing #ArtificialIntelligence #ai #…

How Large Language Models (LLMs) can Perform Multiple, Computationally Distinct In-Context Learning (ICL) Tasks Simultaneously itinai.com/how-large-lang… #AI #InContextLearning #LargeLanguageModels #TaskSuperposition #MachineLearning #ai #news #llm #ml #research #ainews #innovat…

Learning and Knowledge Retrieval: A Comprehensive Framework for In-Context Learning in Large Language Models (LLMs) itinai.com/learning-and-k… #InContextLearning #LargeLanguageModels #AI #AIKPIs #PracticalInsights #ai #news #llm #ml #research #ainews #innovation #artificialintel…

For #InContextLearning, which exemplars should we use to prompt #LLMs? 🚀 The work of @WuZhaoxuan @xiaoqiang_98 @Dai_Zh @_Hu_Wenyang @ZCODE0 see-kiong @pjaillet introduces prompt optimization with EASE: Efficient ordering-aware Automated Selection of Exemplars! (1/2)

A novel method to improve the diversity of commonsense generation by LLMs, maintaining high quality in generated content. #InContextLearning #LLMs #GenerativeCommonsense

This Machine Learning Research Discusses How Task Diversity Shortens the In-Context Learning (ICL) Plateau itinai.com/this-machine-l… #InContextLearning #MachineLearning #AIResearch #TaskDiversity #LanguageModels #ai #news #llm #ml #research #ainews #innovation #artificialintell…

Key Lessons in Context Engineering for AI Agents: Boost Performance and Reliability #ContextEngineering #AIAgents #InContextLearning #KVCache #ArtificialIntelligence itinai.com/key-lessons-in… Understanding Context Engineering for AI Agents When creating AI agents, simply choosi…

Investigation into the impact of many-shot in-context prompts for aiding GPT-4o judges in single answer grading, revealing improved performance in long-context LLM evaluation. #ManyShotLearning #InContextLearning #LLMJudges

In-Context Learning Capabilities of Multi-Layer Perceptrons MLPs: A Comparative Study with Transformers itinai.com/in-context-lea… #AI #InContextLearning #MLP #Transformers #AISolutions #ai #news #llm #ml #research #ainews #innovation #artificialintelligence #machinelearning #tec…

Here's the Beginner’s Guide to 𝙄𝙣-𝘾𝙤𝙣𝙩𝙚𝙭𝙩 𝙇𝙚𝙖𝙧𝙣𝙞𝙣𝙜! 💡 Find all your answers regarding in-context learning and know how it works. Read this blog 👇 #incontextlearning #ml #dataannoation

LLMs face major issues: 🔐 private data, 📰 outdated info, and 🤯 hallucinations. Fine-tuning helps, but it's costly and complex. 🧠 In-Context Learning (ICL) offers a smarter, faster alternative — no retraining, just smart prompting. #LLM #InContextLearning #AI #FineTuning