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Question Answering System Mobile Application Content Summarizing tool

Ceylon Law Mate - Bringing Data into the Sri Lankan Courtroom systems in An Intelligent Question Answering for Jurisdictional Purposes, An Intelligent Mobile Solution for Interacting with Citizens to Provide Jurisdictional / Judicial Guidance, together with an Intelligent Content Summarizing tool for Jurisdictional Purposes with a Machine lerning and AI.

Introduction
What this research is about
CeylonLawMate: Bringing Data into the Sri Lankan Courtroom
The legal system in Sri Lanka combines common law and civil law traditions. It is a democratic republic with a President as the head of state and a Prime Minister as the head of government. The Parliament is responsible for legislation, and the legal system is divided into civil and criminal law. The judiciary comprises various courts, including the Supreme Court and Magistrate Courts. The Bar Association of Sri Lanka oversees the legal profession. Concerns exist regarding the independence of the judiciary, political interference, and human rights issues. Efforts have been made to reform the legal system and strengthen the rule of law. The Constitution guarantees fundamental rights, including civil, political, economic, social, and cultural rights. Protection of these rights varies based on socioeconomic status and location. Legal documents such as the Constitution, statutes, regulations, and court judgments shape the legal system. Case files follow a structured format, and summaries aid legal professionals in understanding and communicating case details. Access to legal information is limited, but an AI-powered Q&A system is proposed to enhance access, efficiency, and impartiality. The system would address challenges such as limited accessibility, accuracy, comprehensiveness, and adaptability of existing legal information solutions. It would provide a centralized repository of up-to-date legal information, analyze complex queries, and offer decision support. An AI-powered mobile app is also suggested to help individuals navigate the legal system, understand their rights, and find suitable legal representation.
CeylonLawMateOur Team
Members of the research group

Dr. Nuwan Kodagoda
Supervisor

Mr. Kavinga Abeywardena
Co-Supervisor

Charmie Ranodya
Team member

Ruchira Bandara
Team Member

Anuki De Silva
Team Member
Ceylon Law Mate Features
What we have achieve throught this research
01

Summarize under two different categories
The two AI models can summarize cases under two categories: facts of the case and judicial reasoning. The facts of the case summary includes the relevant details and arguments made by both plaintiff and defendant, while the judicial reasoning summary focuses on the legal reasoning and principles used by the judge to reach their decision. This structured approach can provide users with a more comprehensive and useful overview of the case, which can be helpful for legal professionals who needs to understand the details and legal principles behind a particular case.
02

Summarize previous cases.
The system uses AI models along with NLP and machine learning to summarize previous legal cases related to freedom from torture, which is a subdomain of fundamental rights. The system identifies relevant cases and summarizes them in 500 words or less, providing users with a quick and accessible overview of the legal principles and precedents related to this subdomain. This process can be useful for legal professionals who should analyze and understand more deeper in the legal landscape related to freedom from torture.
03

Display the reading reference materials along with the answer.
The AI model uses reading materials that have been fed to the system to answer legal questions. When the model provides an answer, the reading materials it used are displayed alongside the answer on the website, providing transparency and accountability for the model's decision-making process. This helps users verify the accuracy and reliability of the model's answers and build trust in the system.
04

Answering for the questions
The web based system provides relevant answers to legal questions asked by lawyers or judges. The system searches for and displays the answer by referring to reading materials, such as legal textbooks and court decisions, stored in its database. This process can save time and effort for legal professionals and help ensure that legal decisions are based on reliable and authoritative information.
05

Guide to proper lawyers
The app can determine whether a user’s violates a law by examining the case. This app suggests proper lawyers for the user to contact by analyzing previous successful cases and recommends the documents the user should bring when they meet with the lawyer. This step helps users take concrete steps towards resolving their legal issues with the help of appropriate legal representation.
06

Detect law violation
The app uses an algorithm or artificial intelligence system to determine whether a user's problem constitutes a violation of the law. The app does this by analyzing the user's problem and comparing it to previous legal cases stored in a database. This process helps users understand their legal rights and options if they are unsure whether their problem is illegal or not.
Research Showcase
Materials related to the research





Research Timeline
How we conducted the research
2022 September 7
Project Charter
This is a document that describes what needs to be completed and how the project will progress. Identify the project's major objectives and give solutions to difficulties.
2022 Octomber 14 - 19
Proposal Report and Presentation
Mainly includes Introduction, Objectives, Methodology, Description of Personal & Facilities, Testing Mechanism and Evaluation of final Product
2022 September 27
Progress Presentation-1
At least, 50% of the project had to completed in this review and we have described the current status and future plans.
2023 March 6
Research Paper
Submitetd the research paper.This document contains our assessment, interpretation, or argument. We build on what we know about the issue and try to find out what specialists know.
2023 April 17 - 21
Progress Presentation-2
90% of the project has been completed in this stage, and we have described the current status and future plans regarding the improvements.
2023 May 01 - 19
Final Report and Viva
Overall complete project should be presented and viva will be conducted for each members in the group individually.
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