144 citations · 471 across the 20 of their papers we have counts for
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cs.AI2017★ 5 cited
Transfer Learning to Learn with Multitask Neural Model Search
Catherine Wong, Andrea Gesmundo
Deep learning models require extensive architecture design exploration and hyperparameter optimization to perform well on a given task. The exploration of the model design space is…
cs.CL2017★ 132 cited
Ask the Right Questions: Active Question Reformulation with Reinforcement Learning
Christian Buck, Jannis Bulian, Massimiliano Ciaramita +4
We frame Question Answering (QA) as a Reinforcement Learning task, an approach that we call Active Question Answering. We propose an agent that sits between the user and a black bo…