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#software testing Book Open access Oct 2026

Closed-World Trustworthy Copilots for Legal and Regulatory Text

Applying large language models (LLMs) to regulated domains such as financial and legal compliance is fundamentally a software engineering problem: an answer produced from a model’s parameters is, at the surface, indistinguishable from one grounded in the authoritative source, yet only the latter can be audited. Prior s...

Monalisha Ojha, P. Mishra · 0 citations
Open access Sep 2026

Bridging the word-to-discourse gap: A Gricean five-stage vocabulary pedagogy for ESL learners

While in multilingual contexts, ESL learners continue to face challenges in using their vocabulary with contextually appropriate discourse, vocabulary remains the basic building block of language communication. In this study, the Five-Stage Vocabulary Pedagogy (FSVP) is proposed, implemented, and tested empirically bas...

Sangeetha Noval, Kiran Shekhawat, P. Mishra et al. · 0 citations

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