What is it about?
Question Answering (QA) systems are used to extract the exact answer from a given context. In this study, we have implemented a QA system named TransQAM with BERT and its variants for the low-resource Malayalam language. We have considered the transformer models, namely, BERT, multilingual BERT, XLM-RoBERTa, and MuRIL for implementation.
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Why is it important?
TransQAM is the first QA system in Malayalam that successfully applies transformer models to answer questions and achieves good accuracy.
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This page is a summary of: TransQAM: Transformer-based Question Answering System in Malayalam, ACM Transactions on Asian and Low-Resource Language Information Processing, March 2025, ACM (Association for Computing Machinery),
DOI: 10.1145/3718085.
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