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Open access Oct 2026

MPNet-Based Semantic Retrieval for Legal Evidence Selection: A Set Cover and Subset Selection Perspective

Legal decision support often depends on multiple conditions distributed across policy and regulatory documents. Retrieval-only systems can identify individually relevant passages, but may return redundant or collectively insufficient evidence. This study proposes a Legal NLP framework that combines MPNet-based semantic...

A. Aitim, A. Auyezova, B. Sinchev · 0 citations
Open access Sep 2026

MORPHOLOGICAL DISAMBIGUATION FOR THE KAZAKH LANGUAGE USING TRANSFORMER-BASED MODELS

Morphological ambiguity constitutes a significant challenge for natural language processing in agglutinative languages, as a single word form might include many grammatical categories. The Kazakh language features productive suffixation, vowel harmony, and intricate morphophonological patterns, which considerably hinde...

A. Aitim · 0 citations

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