~/lightning

Spell Correction & Query Segmentation

Lightningat Berlin Buzzwords 2020 · 2020-06-07..06-12· [machine-learning]
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A Java port of Symmetric Delete (Symmetric Delete (SymSpell)) adds keyboard-aware scoring (QWERTY distance), tunable operation weights, compound splitting/joining, and a context signal from query counts, and it reads index terms on commit to build its dictionary (Solr integration). On 3,695 indexed items and 8,060 queries Lucene produced 1,550 false negatives, vanilla SymSpell 545, and SymSpell+QWERTY 573; true positives rise versus Lucene, and the project is published to Maven Central.

AI-written summary · about

  1. 0:00Introduction
  2. 0:25Spell Correction
  3. 3:28SemiSpell
  4. 4:28Matrix
  5. 5:35Accuracy Summary
  6. 6:13Questions
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