Muhammad Roman

Bristol Research and Innovation Laboratory (BRIL), Toshiba Europe Ltd., Bristol, United Kingdom, Queen’s University Belfast, United Kingdom

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Natural Language Processing (1)Recommendation & Information Retrieval (1)

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Karen Rafferty (1)Barry Devereux (1)

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Aug 3, 2026

Bristol Research and Innovation Laboratory (BRIL)3w ago·also Queen's

CTRAG: An In-Context Retrieval-based Framework for Automated Compliance Checking using LLMs

CTRAG automates compliance checking with an impressive F1-score of 78%, drastically reducing the need for manual reviews in high-stakes regulatory environments.

Muhammad Roman, Karen Rafferty, Barry Devereux

Natural Language Processing Recommendation & Information Retrieval

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Muhammad Roman

Publication activitypapers/week, last 8 weeks

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