Controller

Most statistical parsers have used the gram- mar induction approach, in which a stochastic grammar is induced from a treebank. An alter- native approach is to induce a controller for …...

AbstractThis paper presents a new approach that extends Deep Dyna-Q (DDQ) by incorporating a Budget-Conscious Scheduling (BCS) to best utilize a fixed, small amount of user interactions (budget) for learning …...

AbstractAlthough large language models demonstrate remarkable question-answering performances, revealing the intermediate reasoning steps that the models faithfully follow remains challenging. In this paper, we propose FAME (FAithful question answering with …...