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Open Access Academic Papers from Research Square

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Research Article posted

mLLeQA: Translation-Augmented Dense Retrieval for Multilingual Legal Question Answering

Rachit Verma, Alluri Lakshman Narendra, Abhinav Shankar, Riya Chitnis, Achyut Mani Tripathi, Konjengbam Anand

Multilingual legal question answering remains underexplored, despite its practical importance in jurisdictions like the European Union, where citizens have a constitutional right to access legal infor...

Research Square 2026-04-23 rs-9448649
legal multilingual retrieval neural machine translation dense passage retrieval contrastive learning multilingual corpora synthesis natural language processing
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Research Article posted

NCERTQABench: A Large-Scale Bilingual Question Answering Dataset Grounded in Indian School Curriculum with Fine-tuned Language Model Evaluation

Abhinav Saxena, Sarsij Tripathi

India’s school education system revolves around the National Council of Educational Research and Training (NCERT) textbooks, yet the research community has largely overlooked them as a source for stru...

Research Square 2026-04-22 rs-9334872
NCERT question answering QLoRA bilingual NLP educational AI fine-tuning
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