Journal of Data Processing Jiaming Gao, Hui Ning, Huilin Sun, Ruifeng Liu, Zhongyuan Han, Leilei Kong, Haoliang Qi 10 2 2020 https://doi.org/10.6025/jdp/2020/10/2/47-51 https://www.dline.info/jdp/fulltext/v10n2/jdpv10n2_1.pdf In this current exercise, we took the FIRE dataset and evaluated the Information Retrieval task using a framework called as Task 1. The Artificial Intelligence Framework for Legal Assistance is used to evaluate the results with the cases for a given situation. In this work the topic terms are extracted for a specific condition and queries are assessed for identification of earlier similar cases. The results are posted in this paper.