1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CL2023
Improved Compositional Generalization by Generating Demonstrations for Meta-Learning
Sam Spilsbury, Pekka Marttinen, Alexander Ilin
Meta-learning and few-shot prompting are viable methods to induce certain types of compositional behaviour. However, these methods can be very sensitive to the choice of support ex…
cs.CL2022★ 1 cited
Compositional Generalization in Grounded Language Learning via Induced Model Sparsity
Sam Spilsbury, Alexander Ilin
We provide a study of how induced model sparsity can help achieve compositional generalization and better sample efficiency in grounded language learning problems. We consider simp…