Work

Uzbek MT structure analysis: clause-model hierarchy and measurement-validity diagnostics (code and coded data)

Year: 2026

Type: software

Abstract: Reproducibility package for two studies on Uzbek sentence structure and rule-based MT diagnostics. hierarchy/ — clause-model inventory and Heaps' law (β) measurement across three levels of analysis (word, block, clause), control experiments, cross-corpus coverage. diagnostics/ — pipeline tracer (mirror method), failure taxonomy, external gold standard (2 annotators + arbitration), coding validation (Cohen's κ = 0.822). Contains code and coded data only; raw corpus texts are not included (see README for the rationale). Code: MIT. Data and docs: CC BY 4.0.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.21930048

Authors: Sirojiddinov, Ziyoviddin, Khakimov, Muftakh

Institution: National University of Uzbekistan

Language: English

Topic: Natural Language Processing Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7203473868

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