Wojciech Stokowiec — accepted AI-conference papers

2023

A Natural Bias for Language Generation Models

Clara Meister, Wojciech Stokowiec, Tiago Pimentel, Lei Yu, Laura Rimell, Adhiguna Kuncoro

ACL 2023short

After just a few hundred training updates, a standard probabilistic model for language generation has likely not yet learnt many semantic or syntactic rules of natural language, making it difficult to estimate the probability distribution over next tokens. Yet around this point, these models have id…

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2022

Enabling Arbitrary Translation Objectives with Adaptive Tree Search

Wang Ling, Wojciech Stokowiec, Domenic Donato, Chris Dyer, Lei Yu, Laurent Sartran +1

ICLR 2022poster

We introduce an adaptive tree search algorithm, which is a deterministic variant of Monte Carlo tree search, that can find high-scoring outputs under translation models that make no assumptions about the form or structure of the search objective. This algorithm enables the exploration of new kinds o…

Cited by 1 Source ↗PDF ↗Scholar ↗