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Automatic Grammar Repair

Talkat SPLASH 2022 · 2022-12-05..12-10· [testing]
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Describes gfixr, a tool that automatically repairs context-free grammars by combining spectrum-based fault localization at individual rule positions with small string edit patches (replace, insert, delete, swap) guarded by explicit pre/post conditions. Evaluated on student Pascal-like grammars (≈70–100 rules) and on mapping one Pascal dialect to another, it finds human-quality fixes in minutes (typically 1–20, one 25-minute case), handles multiple faults, sometimes fails on unrecoverable grammars, and supports an active repair mode that generates extra tests and improves precision/recall.

AI-written summary · about

  1. 0:00Introduction
  2. 10:11Use cases for grammar repair
  3. 18:07Core ingredients of repair
  4. 27:35Active repair and future directions
  5. 35:07Generating compiler test suites
  6. 53:15Q&A
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