Search Results for author: Alex Salcianu

Found 3 papers, 2 papers with code

Fast WordPiece Tokenization

no code implementations EMNLP 2021 Xinying Song, Alex Salcianu, Yang song, Dave Dopson, Denny Zhou

For general text, we further propose an algorithm that combines pre-tokenization (splitting the text into words) and our linear-time WordPiece method into a single pass.

Natural Language Processing with Small Feed-Forward Networks

1 code implementation EMNLP 2017 Jan A. Botha, Emily Pitler, Ji Ma, Anton Bakalov, Alex Salcianu, David Weiss, Ryan Mcdonald, Slav Petrov

We show that small and shallow feed-forward neural networks can achieve near state-of-the-art results on a range of unstructured and structured language processing tasks while being considerably cheaper in memory and computational requirements than deep recurrent models.

Natural Language Processing

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