#incontextlearning risultati di ricerca
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
🤯 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
A very pertinent slide from #sunitasarawagi ‘s #aclkeynote on #incontextlearning at #ACL2024 @aclmeeting #ACL2024NLP
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
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
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)
Insights from the paper 'In-Context Learning with Long Context Models: An In-Depth Exploration' #InContextLearning #LongContextModels #LanguageModels #MachineLearning #ArtificialIntelligence #DeepLearning #NLP #MLResearch
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
A novel method to improve the diversity of commonsense generation by LLMs, maintaining high quality in generated content. #InContextLearning #LLMs #GenerativeCommonsense
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
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…
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
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…
Our EASE method: ✅ Optimizes exemplar selection & ordering ✅ Boosts performance with joint exemplar & instruction optimization ✅ Enhances #InContextLearning for #LLMs ✅ Eliminates test-time computation arxiv.org/abs/2405.16122 github.com/ZhaoxuanWu/EAS… #PromptEngineering (2/2)
github.com
GitHub - ZhaoxuanWu/EASE-Prompt-Optimization: An efficient automated exemplar selection method that...
An efficient automated exemplar selection method that uses a neural bandit algorithm to optimize the set of exemplars for in-context learning while accounting for exemplar ordering. - ZhaoxuanWu/EA...
Function Vector Heads: Key Drivers of In-Context Learning in Large Language Models #InContextLearning #LargeLanguageModels #ArtificialIntelligence #AIResearch #MachineLearning itinai.com/function-vecto…
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…
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 #…
And no, it’s not RL. It’s not fine-tuning. It’s literally just… not being done. This is the biggest free win sitting on the table in 2025 .Someone run the damn experiment before I do it myself. #LLMs #AI #InContextLearning
🤯 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…
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