Jiaxin Pei

Interactive Task Alignment as a POMDP

Andy Dai, Zexue He, Zhenyu Zhang, Alex Pentland, Jiaxin Pei

Current benchmarks for language models primarily evaluate execution on fully specified tasks. However, real user tasks are often ambiguous. Users arrive with incomplete, exploratory, or even inconsistent goals, requiring the assistant to first determine the intended task before c…Read more