Legal question answering using ranking SVM and deep convolutional neural network

PK Do, HT Nguyen, CX Tran, MT Nguyen… - arxiv preprint arxiv …, 2017 - arxiv.org
This paper presents a study of employing Ranking SVM and Convolutional Neural Network
for two missions: legal information retrieval and question answering in the Competition on …

Case law retrieval: problems, methods, challenges and evaluations in the last 20 years

D Locke, G Zuccon - arxiv preprint arxiv:2202.07209, 2022 - arxiv.org
Case law retrieval is the retrieval of judicial decisions relevant to a legal question. Case law
retrieval comprises a significant amount of a lawyer's time, and is important to ensure …

Statute law information retrieval and entailment

MY Kim, J Rabelo, R Goebel - Proceedings of the Seventeenth …, 2019 - dl.acm.org
Our Yes/No statute law question answering system combines components for both statute
law information retrieval and confirmation of textual entailment between statues and legal …

Automatic query generation from legal texts for case law retrieval

D Locke, G Zuccon, H Scells - … Conference, AIRS 2017, Jeju Island, South …, 2017 - Springer
This paper investigates automatic query generation from legal decisions, along with
contributing a test collection for the evaluation of case law retrieval. For a sentence or …

Query-driven relevant paragraph extraction from legal judgments

TYS Santosh, EQ Hernandez, M Grabmair - arxiv preprint arxiv …, 2024 - arxiv.org
Legal professionals often grapple with navigating lengthy legal judgements to pinpoint
information that directly address their queries. This paper focus on this task of extracting …

[PDF][PDF] COLIEE-2016: evaluation of the competition on legal information extraction and entailment

MY Kim, R Goebel, Y Kano, K Satoh - International Workshop on …, 2016 - researchgate.net
We present the evaluation of legal question answering of the Competition on Legal
Information Extraction/Entailment (COLIEE)-2016. The COLIEE-2016 task consists of three …

Legal yes/no question answering system using case-role analysis

R Taniguchi, Y Kano - New Frontiers in Artificial Intelligence: JSAI-isAI …, 2017 - Springer
A central issue of yes/no question answering is the usage of knowledge source given a
question. While yes/no question answering has been studied for a long time, legal yes/no …

[PDF][PDF] Legal Question Answering System using Neural Attention.

A Morimoto, D Kubo, M Sato, H Shindo… - COLIEE@ ICAIL, 2017 - easychair.org
This year's COLIEE has two tasks called phases 1 and 2. The phase 1 needs to find the
relevant article given a query t2, and the phase 2 needs to answer whether the given query …

Passage-based text summarization for legal information retrieval

A Kanapala, S Jannu, R Pamula - Arabian Journal for Science and …, 2019 - Springer
Automatic text summarization is a process of condensing the content of a text document to
pursue the most important information. It plays a significant role in various tasks like text …

Using legal ontologies with rules for legal textual entailment

B Fawei, A Wyner, JZ Pan, M Kollingbaum - … IX@ ICAIL 2017, and AICOL-X …, 2018 - Springer
Law is an explicit system of rules to govern the behaviour of people. Legal practitioners must
learn to apply legal knowledge to the facts at hand. The United States Multistate Bar Exam …