Search Results for author: Brink van der Merwe

Found 3 papers, 1 papers with code

Constructing a BPE Tokenization DFA

no code implementations13 May 2024 Martin Berglund, Willeke Martens, Brink van der Merwe

Many natural language processing systems operate over tokenizations of text to address the open-vocabulary problem.

Learning Type Inference for Enhanced Dataflow Analysis

1 code implementation1 Oct 2023 Lukas Seidel, Sedick David Baker Effendi, Xavier Pinho, Konrad Rieck, Brink van der Merwe, Fabian Yamaguchi

Comparing our approach against recent neural type inference systems, our model outperforms the current state-of-the-art by 7. 85% on the ManyTypes4TypeScript benchmark, achieving 71. 27% accuracy overall.

Type prediction

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