Overview
there is a lack of this research on how different level of abstraction / granularity of language instructions could affect LLMs performance in instruction following or other works.
ABSINSTRUCT: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation
https://arxiv.org/pdf/2402.10646
Inference Helps PLMs’ Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs
https://aclanthology.org/2024.emnlp-main.1233.pdf
That is the end!