Histological examination showed stratified squamous epithelial lining with thin rete ridges. The subepithelial ABSTRACT Reactive hyperplastic outgrowths are seen in the oral cavity due to chronic irritation by plaque, calculus, overhanging margins, trauma and dental appliances. Irritation fibroma represents a reactive focal fibrous hyperplasia due to trauma or local irritation. We report a case of irritation fibroma of right lateral border of tongue in a 46-year-old female.
Given a Case, finding the related prior cases and their judgements is a time consuming job of a Lawyer. The lawyer has to go through huge volumes of law books and prepare his case. An automated tool that retrieves the relevant past cases and their judgments is a very useful application for lawyers. It is a complex task especially in Indian context, the cases and their judgments are un-structured, and there is no standard format of case and judgement presentation. It is understandable for a lawyer but, a most difficult task for a machine. The work here presents a case study to retrieve judgments given in the past for a given factual description. The dataset considered for this work is selected from FIRE-2019, AILA track. The previously developed models showed best average precision of 0.149 using BM25, which itself demonstrates the challenging aspect of the given task. In this work LDA, a probabilistic algorithm for Topic Modelling is explored and studied. The proposed method has shown improved precision.
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