ILDC for CJPE: Indian legal documents corpus for court judgment prediction and explanation
An automated system that could assist a judge in predicting the outcome of a case would
help expedite the judicial process. For such a system to be practically useful, predictions by …
help expedite the judicial process. For such a system to be practically useful, predictions by …
Legal information retrieval systems: State-of-the-art and open issues
In the last years, the legal domain has been revolutionized by the use of Information and
Communication Technologies, producing large amount of digital information. Legal …
Communication Technologies, producing large amount of digital information. Legal …
[PDF][PDF] An overview of information extraction techniques for legal document analysis and processing.
AV Zadgaonkar, AJ Agrawal - International Journal of Electrical & …, 2021 - academia.edu
In an Indian law system, different courts publish their legal proceedings every month for
future reference of legal experts and common people. Extensive manual labor and time are …
future reference of legal experts and common people. Extensive manual labor and time are …
Unsupervised approaches for measuring textual similarity between legal court case reports
In the domain of legal information retrieval, an important challenge is to compute similarity
between two legal documents. Precedents (statements from prior cases) play an important …
between two legal documents. Precedents (statements from prior cases) play an important …
Legal case document similarity: You need both network and text
Estimating the similarity between two legal case documents is an important and challenging
problem, having various downstream applications such as prior-case retrieval and citation …
problem, having various downstream applications such as prior-case retrieval and citation …
Multi-language transfer learning for low-resource legal case summarization
Analyzing and evaluating legal case reports are labor-intensive tasks for judges and
lawyers, who usually base their decisions on report abstracts, legal principles, and …
lawyers, who usually base their decisions on report abstracts, legal principles, and …
COLIEE 2020: methods for legal document retrieval and entailment
We present a summary of the 7th Competition on Legal Information Extraction and
Entailment. The competition consists of four tasks on case law and statute law. The case law …
Entailment. The competition consists of four tasks on case law and statute law. The case law …
An Approach for analyzing unstructured text data using topic modeling techniques for efficient information extraction
A Zadgaonkar, AJ Agrawal - New Generation Computing, 2024 - Springer
Topic modeling techniques are popularly used for document clustering, large-scale text
analysis, information extraction from unstructured text documents, feature selection from …
analysis, information extraction from unstructured text documents, feature selection from …
Encoded summarization: summarizing documents into continuous vector space for legal case retrieval
We present our method for tackling a legal case retrieval task by introducing our method of
encoding documents by summarizing them into continuous vector space via our phrase …
encoding documents by summarizing them into continuous vector space via our phrase …
A sequence labeling model for catchphrase identification from legal case documents
Abstract In a Common Law system, legal practitioners need frequent access to prior case
documents that discuss relevant legal issues. Case documents are generally very lengthy …
documents that discuss relevant legal issues. Case documents are generally very lengthy …