100 citations · 174 across the 3 of their papers we have counts for
3 papers
cs.CL2018
Entity Tracking Improves Cloze-style Reading Comprehension
Luong Hoang, Sam Wiseman, Alexander M. Rush
Reading comprehension tasks test the ability of models to process long-term context and remember salient information. Recent work has shown that relatively simple neural methods su…
cs.CL2017★ 100 cited
Structured Attention Networks
Yoon Kim, Carl Denton, Luong Hoang +1
Attention networks have proven to be an effective approach for embedding categorical inference within a deep neural network. However, for many tasks we may want to model richer str…
cs.LG2016★ 74 cited
Making Contextual Decisions with Low Technical Debt
Alekh Agarwal, Sarah Bird, Markus Cozowicz +9
Applications and systems are constantly faced with decisions that require picking from a set of actions based on contextual information. Reinforcement-based learning algorithms suc…