Attention, intentions, and the structure of discourse
Computational Linguistics
An artificial intelligence approach to legal reasoning
An artificial intelligence approach to legal reasoning
Conceptual organization of case law knowledge bases
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
Representation of legal text for conceptual retrieval
ICAIL '91 Proceedings of the 3rd international conference on Artificial intelligence and law
FLEXICON: an evaluation of a statistical ranking model adapted to intelligent legal text management
ICAIL '93 Proceedings of the 4th international conference on Artificial intelligence and law
Automated discourse generation using discourse structure relations
Artificial Intelligence - Special volume on natural language processing
Natural language understanding (2nd ed.)
Natural language understanding (2nd ed.)
Finding factors: learning to classify case opinions under abstract fact categories
Proceedings of the 6th international conference on Artificial intelligence and law
Automatic text structuring and categorization as a first step in summarizing legal cases
Information Processing and Management: an International Journal
Journal of the American Society for Information Science
Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
Toward adding knowledge to learning algorithms for indexing legal cases
ICAIL '99 Proceedings of the 7th international conference on Artificial intelligence and law
SimSum: an empirically founded simulation of summarizing
Information Processing and Management: an International Journal
Automatic categorization of case law
Proceedings of the 8th international conference on Artificial intelligence and law
The Theory and Practice of Discourse Parsing and Summarization
The Theory and Practice of Discourse Parsing and Summarization
Pleadings Game: An Artificial Intelligence Model of Procedural Justice
Pleadings Game: An Artificial Intelligence Model of Procedural Justice
Modeling Legal Arguments: Reasoning with Cases and Hypotheticals
Modeling Legal Arguments: Reasoning with Cases and Hypotheticals
Natural Language Information Processing: A Computer Grammmar of English and Its Applications
Natural Language Information Processing: A Computer Grammmar of English and Its Applications
Teaching case-based argumentation through a model and examples
Teaching case-based argumentation through a model and examples
Using ontologies for comparing and harmonizing legislation
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Concept extraction from legal cases: the use of a statistic of coincidence
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Predicting outcomes of case based legal arguments
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Sentence level discourse parsing using syntactic and lexical information
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Exploratory search: from finding to understanding
Communications of the ACM - Supporting exploratory search
Automatic legal text summarisation: experiments with summary structuring
ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Graph-based ranking algorithms for sentence extraction, applied to text summarization
ACLdemo '04 Proceedings of the ACL 2004 on Interactive poster and demonstration sessions
LexRank: graph-based lexical centrality as salience in text summarization
Journal of Artificial Intelligence Research
Summarization from medical documents: a survey
Artificial Intelligence in Medicine
Knowledge Discovery from Legal Databases
Knowledge Discovery from Legal Databases
GA, MR, FFNN, PNN and GMM based models for automatic text summarization
Computer Speech and Language
Computational Linguistics
Fuzzy swarm diversity hybrid model for text summarization
Information Processing and Management: an International Journal
Similarity analysis of legal judgments
COMPUTE '11 Proceedings of the Fourth Annual ACM Bangalore Conference
Supervised machine learning for summarizing legal documents
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
An automatic system for summarization and information extraction of legal information
Semantic Processing of Legal Texts
Towards automatic generation of catchphrases for legal case reports
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Combining different summarization techniques for legal text
HYBRID '12 Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data
Knowledge acquisition for categorization of legal case reports
PKAW'12 Proceedings of the 12th Pacific Rim conference on Knowledge Management and Acquisition for Intelligent Systems
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In the field of law there is an absolute need for summarizing the texts of court decisions in order to make the content of the cases easily accessible for legal professionals. During the SALOMON and MOSAIC projects we investigated the summarization and retrieval of legal cases. This article presents some of the main findings while integrating the research results of experiments on legal document summarization by other research groups. In addition, we propose novel avenues of research for automatic text summarization, which we currently exploit when summarizing court decisions in the ACILA project. Techniques for automated concept learning and argument recognition are here the most challenging.