Is In-Context Learning Sufficient for Instruction Following in LLMs?
Paper
•
2405.19874
•
Published
ICL
-
-
Implicit In-context Learning
Paper • 2405.14660 • Published -
Why does in-context learning fail sometimes? Evaluating in-context learning on open and closed questions
Paper • 2407.02028 • Published -
Towards Better Understanding of In-Context Learning Ability from In-Context Uncertainty Quantification
Paper • 2405.15115 • Published -
A Survey on In-context Learning
Paper • 2301.00234 • Published • 2 -
An Explanation of In-context Learning as Implicit Bayesian Inference
Paper • 2111.02080 • Published • 1 -
MLPs Learn In-Context on Regression and Classification Tasks
Paper • 2405.15618 • Published -
Many-Shot In-Context Learning
Paper • 2404.11018 • Published • 4 -
In-context learning and Occam's razor
Paper • 2410.14086 • Published • 2