Top Tweets for #InContextLearning
Paper: https://t.co/lpg3eTUOB0
Code: https://t.co/VaFz9Tc0YJ
With @KirschVen, Evan Qiang, Weiqing He, Tianqi Shang, @weijie444 @DrQiLong
#NLProc #InContextLearning #ACL2026 (8/8)
🚨New paper alert!
💡How can we efficiently estimate segmentation quality without ground truth?
🔥Conformal In-Context RCA estimates segmentation quality without labels, and gives you confidence intervals with statistical guarantees.
#incontextlearning
https://t.co/sudPQtlWSc
Follow for more daily content like this. I try myself first then post it.
#TrainingFreeGRPO #ReinforcementLearning #LLM #Tencent #DeepSeek #GRPO #InContextLearning #AIResearch #MachineLearning #DeepLearning
TrendToKnow AI: IA2: Alignment with ICL Activations Improves Supervised Fine-Tuning
👥 Aayush Mishra, Daniel Khashabi & Anqi Liu
#AIResearch #MachineLearning #FineTuning #InContextLearning
Provided by TrendToKnow AI
🔗 https://t.co/LKJEWWPS4X
What do you think — is diverse-opponent training the missing piece? → Paper: arXiv:2602.16301 Training arena templates in pinned post #MultiAgentAI #RL #InContextLearning #xAI #EmergentBehavior
"In-Context Learning: The Hidden Engine of AI" — great for a longer thread or article.
#InContextLearning #PromptEngineering #LLM #AIResearch #GenerativeAI #MachineLearning
Shifting my research focus from instruction following to in-context learning. This has been a long-standing interest, alongside AI infra, formal math, and alignment. Free to DM me if you’re working on related topics. #InContextLearning #LLM #AIResearch
TrendToKnow AI: Towards Fair In-Context Learning with Tabular Foundation Models
👥 Patrik Kenfack, Samira Ebrahimi Kahou & Ulrich Aïvodji
#FairAI #InContextLearning #TabularData #AIResearch
Provided by TrendToKnow AI
🔗 https://t.co/LKJEWWPS4X
We forced In-Context Optimization (ICO) across 3 AI models using only natural language.
#AI #GenerativeAI #LLM #InContextLearning #MultiAgent
📢Catch up on the INNS Webinar Series — now available to watch on demand!
🧠Sepp Hochreiter presents TiRex: Closing the Gap Between Recurrent and In-Context Learning
Watch here: https://t.co/45L7QU6INW
#INNSwebinarseries #TiRex #RecurrentLearning #InContextLearning #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
Excited that my group will present 6 papers (3 main + 3 Findings) at EMNLP 2025 next week in Suzhou 🇨🇳— all led by our amazing PhD students!
Our works span #LLMAgents, #RAG, #Recommendation, and #InContextLearning.
I’ll be in Suzhou Nov 4–6. Happy to connect if you are around!
💡 Pearadox Daily turns complex AI research into quick insights you can read over coffee.
Follow for tomorrow’s top 5 breakthroughs.
🔗 https://t.co/PtTZ7RxGfb
#AI #MachineLearning #PromptEngineering #ManufacturingAI #InContextLearning #TrustworthyAI #Pearadox
Prediction-Powered Transformer (PPT) integrates curiosity-driven exploration into offline transformer training. Improved out-of-distribution robustness on bandit tasks without online rollouts. https://t.co/2eRpcj5s2P
#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 (https://t.co/YPwu2ylyM4, 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 (https://t.co/YPwu2ylyM4, 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 👇
How does AI learn from your examples in real-time without being retrained? 🤔
Scientists have finally decoded the process behind "In-Context Learning," and it's a game-changer. 🧵👇
#AI #MachineLearning #LLM #Tech #Innovation #InContextLearning
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.
https://t.co/IOFppC6FM4
#InContextLearning #LLMs #AIResearch #GenAI #MachineLearning #NLP
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