Post-training for Efficient Communication via Convention Formation

Yilun Hua, Evan Wang, Yoav Artzi

Humans communicate with increasing efficiency in multi-turn interactions, by adapting their language and forming ad-hoc conventions. In contrast, prior work shows that LLMs do not…