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20132022
most citedTransition-Based Dependency Parsing with Stack Long Short-Term Memory

526 citations · 1.4k across the 19 of their papers we have counts for

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cs.CL2022★ 5 cited

MAD for Robust Reinforcement Learning in Machine Translation

Domenic Donato, Lei Yu, Wang Ling +1

We introduce a new distributed policy gradient algorithm and show that it outperforms existing reward-aware training procedures such as REINFORCE, minimum risk training (MRT) and p…

cs.CL2022

Enabling arbitrary translation objectives with Adaptive Tree Search

Wang Ling, Wojciech Stokowiec, Domenic Donato +4

We introduce an adaptive tree search algorithm, that can find high-scoring outputs under translation models that make no assumptions about the form or structure of the search objec…