Research
Papers, drafts, and the longer thinking behind the work.
- 2026
Semantic Regression Testing for Natural-Language Knowledge Bases
Working paper
A framework for detecting meaning-level regressions in versioned natural-language knowledge bases.
- 2022
Detecting Anomalies, Contradictions, and Contextual Analysis through NLP in Text
IEEE ICICT 2022
Sentence-pair contradiction detection across neural, KNN, and random-forest baselines.
Internationally published