34
Publications
2.7K
Citations
23
H-Index
2010
Active since
Marc Brockschmidt is an author at Microsoft Research (United Kingdom) specializing in engineering, computer science, and natural language processing.
Top concepts
EngineeringComputer ScienceData ScienceNatural Language ProcessingMachine LearningProgram AnalysisDeep LearningSoftware AnalysisComputational LinguisticsMachine Translation
Publications per year
2010–2023
34
34
Gated Graph Sequence Neural Networks
Yujia Li, Daniel Tarlow, Marc Brockschmidt et al. · arXiv (Cornell University) · 2015 · 446 citations · Full text
Natural Language Processing, Modern Optimization Techniques, Graph Neural Networks +13
CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
Hamel Husain, Ho-Hsiang Wu, Tiferet Gazit et al. · arXiv (Cornell University) · 2019 · 416 citations · Full text
Constrained Graph Variational Autoencoders for Molecule Design
Qi Liu, Miltiadis Allamanis, Marc Brockschmidt et al. · arXiv (Cornell University) · 2018 · 233 citations · Full text
DeepCoder: Learning to Write Programs
Matej Balog, Alexander L. Gaunt, Marc Brockschmidt et al. · arXiv (Cornell University) · 2016 · 230 citations · Full text
Constrained Graph Variational Autoencoders for Molecule Design
Qi Liu, Miltiadis Allamanis, Marc Brockschmidt et al. · arXiv (Cornell University) · 2018 · 131 citations · Full text
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