Apr 12, 2021 · Our aim is to establish whether beam search can be replaced by a more powerful metric-driven search technique. To this end, we explore numerous ...
Our aim is to establish whether beam search can be replaced by a more powerful metric-driven search technique. To this end, we explore numerous decoding ...
Nov 11, 2021 · In this paper, we focus instead on contrasting the performance of beam search to alternative de- coding algorithms aimed at optimising various ...
Apr 12, 2021 · Our aim is to establish whether beam search can be replaced by a more powerful metric- driven search technique. To this end, we explore numerous ...
Apr 12, 2021 · This work proposes a novel offline RL method, implicit language Q-learning (ILQL), designed for use on language models.
Our aim is to establish whether beam search can be replaced by a more powerful metric-driven search technique. To this end, we explore numerous decoding ...
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Apr 13, 2021 · Machine Translation Decoding beyond Beam Search Proposes a MCTS-based decoding as an alternative to Beam Search.
We introduce a novel, diversity promoting beam search algorithm that results in significantly improved diversity between decoded sequences.