In Context Learning Articles

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5/3/2026 • EN

The Magic of In-Context Learning (ICL): When Your Model Already Knows Your Data

Explores In-Context Learning (ICL) for tabular data using the TabPFN R package, a transformer-based foundation model that predicts patterns without retraining.

In Context Learning R Tabpfn tabular data Transformer

Holger K. von Jouanne-Diedrich

7/9/2025 • EN

TabICL: Pretraining the best tabular learner

Introducing TabICL, a state-of-the-art table foundation model that uses in-context learning and improved architecture for fast, scalable tabular data prediction.

Foundation Model In Context Learning Pretraining Tabular Learning Transformer

Gael Varoquaux

3/3/2022 • EN

Implicit Bayesian Inference in Large Language Models

Explores how Large Language Models perform implicit Bayesian inference through in-context learning, connecting exchangeable sequence models to prompt-based learning.

Bayesian Inference Deep Learning Exchangeability In Context Learning large language models

Ferenc Huszár