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Legal question answering using ranking SVM and deep convolutional neural network
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 …
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
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 …
retrieval comprises a significant amount of a lawyer's time, and is important to ensure …
Statute law information retrieval and entailment
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 …
law information retrieval and confirmation of textual entailment between statues and legal …
Automatic query generation from legal texts for case law retrieval
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 …
contributing a test collection for the evaluation of case law retrieval. For a sentence or …
Query-driven relevant paragraph extraction from legal judgments
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 …
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
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 …
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 …
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.
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 …
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
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 …
pursue the most important information. It plays a significant role in various tasks like text …
Using legal ontologies with rules for legal textual entailment
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 …
learn to apply legal knowledge to the facts at hand. The United States Multistate Bar Exam …