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Marc Brockschmidt — most-cited papers & profile · AI for Code
← authors
·
overview
Marc Brockschmidt
15
papers ·
1280
citations ·
32
h-index
Microsoft Research (United Kingdom)
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
2019 · 422 citations
DeepCoder: Learning to Write Programs
2016 · 232 citations
TerpreT: A Probabilistic Programming Language for Program Induction
2016 · 82 citations
Learning to Represent Programs with Graphs
2017 · 47 citations
Program Synthesis and Semantic Parsing with Learned Code Idioms
2019 · 44 citations
Self-Supervised Bug Detection and Repair
2021 · 38 citations
Differentiable Programs with Neural Libraries
2016 · 31 citations
Summary - TerpreT: A Probabilistic Programming Language for Program Induction
2016 · 2 citations
Robust Text-to-SQL Generation with Execution-Guided Decoding
2018
Exploring Representation of Horn Clauses using GNNs (Extended Technical Report)
2022
Top co-authors
Alexander L. Gaunt
· 4
Daniel Tarlow
· 4
Miltiadis Allamanis
· 4
Nate Kushman
· 3
Rishabh Singh
· 3
Jonathan Taylor
· 2
Oleksandr Polozov
· 2
Pushmeet Kohli
· 2
Chencheng Liang
· 1
Chenglong Wang
· 1
Hamel Husain
· 1
Henry Jackson-Flux
· 1
Topics
Software Engineering
Code Models
Code Generation
Program Repair
Code Understanding
Bug Detection
Survey Paper
Code Translation