143 citations · 143 across the 2 of their papers we have counts for
2 papers
cs.LG2023
On Inductive Biases for Machine Learning in Data Constrained Settings
Grégoire Mialon
Learning with limited data is one of the biggest problems of machine learning. Current approaches to this issue consist in learning general representations from huge amounts of dat…
cs.CL2023★ 143 cited
Augmented Language Models: a Survey
Grégoire Mialon, Roberto Dessì, Maria Lomeli +10
This survey reviews works in which language models (LMs) are augmented with reasoning skills and the ability to use tools. The former is defined as decomposing a potentially comple…