Marc Brockschmidt
Marc Brockschmidt has 2 papers in our library, in 2017–2020, most of them on Code & programming languages; often with Miltiadis Allamanis, Mahmoud Khademi.
OpenAlex · ORCID · h-index 29 · 78 works · 3,318 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 642 times in our library · 6 more in our library without a page yet · ⭐ Paper Stars ranking: #3187
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksInformation Systems · 2 worksComputational Theory and Mathematics · 1 workComputer Science Applications · 1 workSoftware · 1 work
🧭 Topics 1Research subjects and languages the work is about.Code & programming languages · 1 work
Works by year
2020s
2010s
Papers
- CodeSearchNet Challenge: Evaluating the State of Semantic Code Search (2020 · 656 citations)
Finding code from a natural-language request is difficult. Programmers name things with terse, technical identifiers, while queries describe intent loosely, so the two often share few words. The field also lacked a sizeable benchmark built for this task. The authors address both gaps with two resources. - Learning to Represent Programs with Graphs (2017 · 127 citations)
The authors argue that most neural networks for code analysis treat code like ordinary text, either as a sequence of tokens or as a syntax tree.
All works
- CodeSearchNet Challenge: Evaluating the State of Semantic Code SearcharXiv:1909.09436Hamel Husain, Ho-Hsiang Wu, Tiferet Gazit, et al.2020 · 656 citations
- Gated Graph Sequence Neural Networks ↗arXiv:1511.05493 · no summary yetYujia Li et al.2015 · 576 citations
- DeepCoder: Learning to Write Programs ↗arXiv:1611.01989 · no summary yetMatej Balog et al.2017 · 284 citations
- Learning to Represent Programs with GraphsarXiv:1711.00740Miltiadis Allamanis, Marc Brockschmidt, Mahmoud Khademi2017 · 127 citations
- Learning to Represent Edits ↗arXiv:1810.13337 · no summary yetPengcheng Yin et al.2018 · 91 citations
- Graph Partition Neural Networks for Semi-Supervised Classification ↗arXiv (Cornell University) · no summary yetRenjie Liao et al.2018 · 55 citations
- Self-Supervised Bug Detection and Repair ↗arXiv:2105.12787 · no summary yetMiltiadis Allamanis, Henry Jackson-Flux, Marc Brockschmidt2021 · 50 citations
- Under review as a conference paper at ICLR 2016 GATED GRAPH SEQUENCE NEURAL NETWORKS ↗no summary yetYujia Li et al.2016
Co-authors here
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