Readings in natural language processing
Ashley,K. D.-But, see, accord: generating blue book citations in HYPO
ICAIL '87 Proceedings of the 1st international conference on Artificial intelligence and law
A language for legal Discourse I. basic features
ICAIL '89 Proceedings of the 2nd international conference on Artificial intelligence and law
C4.5: programs for machine learning
C4.5: programs for machine learning
Object-oriented analysis and design with applications (2nd ed.)
Object-oriented analysis and design with applications (2nd ed.)
Design patterns: elements of reusable object-oriented software
Design patterns: elements of reusable object-oriented software
The nature of statistical learning theory
The nature of statistical learning theory
Domain-specific knowledge acquisition for conceptual sentence analysis
Domain-specific knowledge acquisition for conceptual sentence analysis
Communications of the ACM
Readings in information retrieval
Readings in information retrieval
Proceedings of the seventh international conference on Information and knowledge management
ICAIL '99 Proceedings of the 7th international conference on Artificial intelligence and law
A machine learning approach to prior case retrieval
Proceedings of the 8th international conference on Artificial intelligence and law
Introduction to Expert Systems
Introduction to Expert Systems
Rapid Development: Taming Wild Software Schedules
Rapid Development: Taming Wild Software Schedules
Modeling Legal Arguments: Reasoning with Cases and Hypotheticals
Modeling Legal Arguments: Reasoning with Cases and Hypotheticals
Coreference, cross-document coreference, and information extraction methodologies
Coreference, cross-document coreference, and information extraction methodologies
Focusing for interpretation of pronouns
Computational Linguistics
Nymble: a high-performance learning name-finder
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Natural Language Technology in Precision Content Retrieval
Natural Language Technology in Precision Content Retrieval
Robust pronoun resolution with limited knowledge
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Message Understanding Conference-6: a brief history
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Overview of the third message understanding evaluation and conference
MUC3 '91 Proceedings of the 3rd conference on Message understanding
University of Massachusetts: description of the CIRCUS system as used for MUC-3
MUC3 '91 Proceedings of the 3rd conference on Message understanding
The generic information extraction system
MUC5 '93 Proceedings of the 5th conference on Message understanding
GE-CMU: description of the SHOGUN system used for MUC-5
MUC5 '93 Proceedings of the 5th conference on Message understanding
Overview of the fourth message understanding evaluation and conference
MUC4 '92 Proceedings of the 4th conference on Message understanding
Formal languages and their relation to automata
Formal languages and their relation to automata
CogNIAC: high precision coreference with limited knowledge and linguistic resources
ANARESOLUTION '97 Proceedings of a Workshop on Operational Factors in Practical, Robust Anaphora Resolution for Unrestricted Texts
Mining Text for Expert Witnesses
IEEE Software
Generating Value from Textual Discovery
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Automatically classifying case texts and predicting outcomes
Artificial Intelligence and Law
Governance Requirements Extraction Model for Legal Compliance Validation
RELAW '09 Proceedings of the 2009 Second International Workshop on Requirements Engineering and Law
Lexical Semantics and Expert Legal Knowledge towards the Identification of Legal Case Factors
Proceedings of the 2010 conference on Legal Knowledge and Information Systems: JURIX 2010: The Twenty-Third Annual Conference
Artificial Intelligence and Law
Approaches to text mining arguments from legal cases
Semantic Processing of Legal Texts
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We describe an information extraction and retrieval system, called History Assistant, which extracts rulings from court opinions and retrieves relevant prior cases from a citator database. The technology employed is similar to that adopted in the Message Understanding Conferences, but attempts a fuller parse in order to distinguish current rulings from previous rulings reported in a case. In addition, we employ a combination of information retrieval and machine learning techniques to link each new case to related documents that it may impact. We present experimental results, in terms of precision and recall, for all tasks performed by the extraction and linking programs. Part of the finished system has been deemed worthy of further development into a computer-assisted database update tool to help editors assimilate historical relationships between cases into a concordance of court decisions, called a citator.