Institute for Social and Environmental Research-Nepal

NEPVERSA: A Version-Aware Nepali Statutory Retrieval Benchmark Derived from Amendment Footnotes

Retrieval-augmented generation systems assume that newer documents supersede older ones. Statutory law violates this assumption: when an Act is amended, the earlier text remains authoritative for events preceding the amendment. Recent benchmarks show that retrieval over a static...

SAGE: An Expert-Annotated South Asian GI Endoscopy Dataset for Multimodal Learning and Hallucination Analysis

Gastrointestinal cancers represent a growing health burden in the South Asian region, driven largely by rapid changes in socio-economic conditions and lifestyle habits. However, early diagnosis remains limited by inadequate equipment, financial resources, and scarce GI expertise....