10 citations · 21 across the 6 of their papers we have counts for
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cs.CL2020
Learning to Generalize for Sequential Decision Making
Xusen Yin, Ralph Weischedel, Jonathan May
We consider problems of making sequences of decisions to accomplish tasks, interacting via the medium of language. These problems are often tackled with reinforcement learning appr…
cs.CL2020★ 3 cited
Summary-Oriented Question Generation for Informational Queries
Xusen Yin, Li Zhou, Kevin Small +1
Users frequently ask simple factoid questions for question answering (QA) systems, attenuating the impact of myriad recent works that support more complex questions. Prompting user…
cs.CL2020★ 3 cited
Zero-Shot Learning of Text Adventure Games with Sentence-Level Semantics
Xusen Yin, Jonathan May
Reinforcement learning algorithms such as Q-learning have shown great promise in training models to learn the optimal action to take for a given system state; a goal in application…