Matt Post
Principal Researcher at Association for Computational Linguistics
Baltimore, Maryland, United States
Summary
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Rockstar🎓
Top SchoolMatt Post is a Principal Researcher at Microsoft with 14 years of experience bridging academic NLP research and production-grade machine translation tooling. He directs the ACL Anthology, maintaining a key global repository for computational linguistics, and holds concurrent research roles at Johns Hopkins, reflecting a rare blend of stewardship and hands‑on engineering. His open-source contributions include sacreBLEU—a widely used reference BLEU implementation—and significant back- and front-end work for Sockeye and the ACL Anthology site, showing fluency across MLOps, evaluation metrics, and web UX. A PhD in Computer Science from the University of Rochester, he pairs deep algorithmic expertise with practical system maintenance, including legacy Perl and modern Python integrations. Notably, he focuses on reproducible evaluation and interoperable tooling that enable cross-lab comparisons in machine translation.
14 years of coding experience
2 years of employment as a software developer
Ph.D., Computer Science, Ph.D., Computer Science at University of RochesterBS, Computer Science, BS, Computer Science at Calvin College
Github Skills (30)
pytorch10
machine-translation10
maintenance10
neural-machine-translation10
python10
scripting10
css10
perl10
publish10
front-end-development10
natural-language-processing10
code-cleanup10
html10
nlp10
web-development10
Programming languages (19)
Github contributions (5)
acl-org/ACLPUB
Apr 2019 - Dec 2021
The official tool for creating proceedings for conferences of the Association for Computational Linguistics (ACL).
Role in this project:
Back-end Developer
Back-end DeveloperContributions:7 reviews, 57 commits, 11 PRs in 2 years 8 months
Contributions summary:Matt primarily focused on maintaining and updating the backend logic for the ACL publication tool. Their contributions included refining URL structures for anthology entries, adjusting the codebase to accommodate a new ID format, and fixing bugs within the Perl scripts that handle the publication workflow. These changes reflect a strong understanding of the system's internal workings and the necessary adjustments for evolving data formats and publishing requirements. They demonstrated a good grasp of Perl and Python, which appear to be core technologies.
publishingproceedingsassociationphoneticsconferences
mjpost/sacrebleu
Sep 2017 - Oct 2022
Reference BLEU implementation that auto-downloads test sets and reports a version string to facilitate cross-lab comparisons
Role in this project:Back-end Developer
Back-end DeveloperContributions:5 releases, 41 reviews, 204 commits in 5 years 1 month
Contributions summary:Matt primarily focused on modifying the test scripts and build configurations for the sacreBLEU library. They implemented error checking for language pairs, and prepared the project for pip package management. Furthermore, the user updated the test suite for multiple reference handling on WMT datasets, and added the chrF metric to the project. Finally, the user has made several fixes related to file handling.
to-stringreportsstringbleucomparisons
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