Posts Tagged ‘Automatic classification of legal documents’
September 23, 2012
A call for papers — with paper submission deadline of 18 January 2013 — has been issued for ICAIL 2013: 14th International Conference on Artificial Intelligence and Law, to be held 10-14 June 2013 in Rome, Italy.
The Twitter account for the conference is @ICAIL2013 . The Twitter hashtag for the conference is #ICAIL2013. The conference organizers invite those interested to follow the Twitter account and hashtag and to comment and contribute with the latest news.
The conference features two tracks: one for “regular papers” and one for “innovative applications papers.”
Here is the complete list of deadlines:
- Mentoring program request deadline: November 9, 2012
- Mentoring program paper deadline: November 16, 2012
- Submission of workshop and tutorial proposals: December 7, 2012
- Submission of abstracts (optional): January 11, 2013
- Submission of papers deadline: January 18, 2013
- Notification of acceptance: March 20, 2013
- Final revised and formatted papers due: April 19, 2013
- Conference: June 10 – June 14, 2013
Papers are invited on the following topics:
- Formal and computational models of legal reasoning
- Knowledge acquisition techniques for the legal domain, including natural language processing and data mining
- Computational models of argumentation and decision making
- Legal knowledge representation including legal ontologies and common sense knowledge
- Automatic legal text classification and summarization
- Automated information extraction from legal databases and texts
- Machine learning and data mining applied to legal databases
- Conceptual or model-based legal information retrieval
- E-discovery and e-disclosure
- E-government and e-justice
- Computational models of evidential reasoning
- Modeling norms for multi-agent systems
- Modeling negotiation and contract formation
- Computational models of case-based legal reasoning
- Online dispute resolution
- Intelligent legal tutoring systems
- Intelligent support systems for the legal domain
- Interdisciplinary applications of legal informatics methods and systems
For more information, please see the call for papers.
HT Anne Gardner
[NOTE: Updated 23 November 2012 to add the Twitter account and hashtag. HT Enrico Francesconi]
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Tags:Artificial intelligence and law, Automatic classification of legal documents, Automatic classification of legal texts, Automatic legal information extraction, Automatic summarization of legal text, Bart Verheij, Conceptual information retrieval and law, Conceptual legal information retrieval, Contract information systems, Court information systems, ediscovery, egovernment, eJustice, Electronic discovery, Electronic evidence information systems, Electronic government, Enrico Francesconi, Evidentiary information systems, ICAIL, ICAIL 2013, Interdisciplinary legal informatics methodologies, International Conference on Artificial Intelligence and Law, ITTIG-CNR, Judicial information systems, Legal agent based systems, Legal case based reasoning, Legal common sense knowledge, Legal communication, Legal data mining, Legal decision support systems, Legal educational technology, Legal evidence information systems, Legal evidentiary reasoning, Legal expert systems, Legal informatics conferences, Legal informatics methodologies, Legal information extraction, Legal information retrieval, Legal instructional technology, Legal knowledge representation, Legal machine learning, Legal multiagent systems, Legal negotiation, Legal norms in multiagent systems, Legal ontologies, Legal text mining, Legal text processing, Legal tutoring systems, Machine learning and law, Machine learning and legal texts, Model based legal information retrieval, Model-based information retrieval and law, Modeling contract formation, Modeling contracts, Modeling evidentiary reasoning, Modeling legal argumentation, Modeling legal case based reasoning, Modeling legal communication, Modeling legal contracts, Modeling legal evidentiary reasoning, Modeling legal logic, Modeling legal negotiation, Modeling legal norms, Modeling legal reasoning, Modeling legal rules, Online dispute resolution, Representing legal common sense knowledge
Posted in Calls for papers, Conference Announcements | Leave a Comment »
May 29, 2012
Professor Dr. Guido Boella of Università degli Studi di Torino Dipartimento di Informatica, and colleagues, have published Using Legal Ontology to Improve Classification in the Eunomos Legal Document and Knowledge Management System, in LREC 2012 Conference Proceedings: Semantic Processing of Legal Texts (SPLeT-2012) Workshop, pp. 13-20.
Here is the abstract:
We focus on the classification of descriptions of legal obligations in the Legal Taxonomy Syllabus. We compare the results of classification using increasing levels of semantic information. Firstly, we use the text of the concept description, analysed via the TULE syntactic parser, to disambiguate syntactically and select informative nouns. Secondly, we add as additional features for the classifier the concepts (via their ontological ID) which have been semi-automatically linked to the text by knowledge engineers in order to disambiguate the meaning of relevant phrases which are associated to concepts in the ontology. Thirdly, we consider concepts related to the prescriptions by relations such as deontological clause and sanction.
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Tags:Automatic classification of legal documents, Automatic classification of legal information, Eunomos, Guido Boella, Legal document management systems, Legal knowledge management systems, Legal knowledge representation, Legal natural language processing, Legal ontologies, Legal Taxonomy Syllabus, Natural language processing and law, Natural language processing and legal texts, SPLeT, SPLeT 2012, TULE, TULE parser, Turin University Linguistic Environment, Turin University Linguistic Environment parser, Workshop on Semantic Processing of Legal Texts
Posted in Articles and papers, Research findings | Leave a Comment »
May 27, 2012
Full text papers have been posted for SPLeT 2012: Workshop on Semantic Processing of Legal Texts, being held 27 May 2012 in Istanbul, Turkey.
Here is the list of papers:
- Giulia Venturi: Design and Development of TEMIS: a Syntactically and Semantically Annotated Corpus of Italian Legislative Texts
- Guido Boella, Luigi Di Caro, Llio Humphreys, Livio Robaldo: Using Legal Ontology to Improve Classification in the Eunomos Legal Document and Knowledge Management System
- Antonio Lazari, Mª Ángeles Zarco-Tejada: JurWordNet and FrameNet Approaches to Meaning Representation: a Legal Case Study
- Lorenzo Bacci, Enrico Francesconi, Maria Teresa Sagri: A Rule-based Parsing Approach for Detecting Case Law References in Italian Court Decisions
- Adam Wyner, Wim Peters: Semantic Annotations for Legal Text Processing using GATE Teamware
- Paulo Quaresma: Legal Information Extraction ← Machine Learning Algorithms + Linguistic Information
- Adam Wyner: Problems and Prospects in the Automatic Semantic Analysis of Legal Texts
- Felice Dell’Orletta, Simone Marchi, Simonetta Montemagni, Barbara Plank, Giulia Venturi: The SPLeT–2012 Shared Task on Dependency Parsing of Legal Texts
- Giuseppe Attardi, Daniele Sartiano and Maria Simi: Active Learning for Domain Adaptation of Dependency Parsing on Legal Texts
- Alessandro Mazzei, Cristina Bosco: Simple Parser Combination
- Niklas Nisbeth, Anders Søgaard: Parser combination under sample bias
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Tags:Adam Wyner, Automatic classification of legal documents, Automatic classification of legal information, Computational linguistics and law, Dependency parsing and legal texts, Eunomos, FrameNet, GATE, GATE and legal documents, JurWordNet, Legal computational linguistics, Legal information extraction, Legal knowledge representation, Legal lexical databases, Legal linguistics, Legal natural language processing, Legal ontologies, Legal text analysis, Lexical databases and legal informatics, Machine learning and law, Machine learning and legal texts, Natural language processing, Natural language processing of legal texts, NLP, Parsing court decisions, Parsing judicial decisions, Parsing legal texts, Semantic analysis of legal texts, Semantic annotation of legal text, Semantic annotation of legislation, SPLeT, SPLeT 2012, TEMIS, Workshop on Semantic Processing of Legal Texts
Posted in Articles and papers, Conference papers, Conference proceedings | Leave a Comment »
May 21, 2012
Professor Dr. Christina L. Boyd of the State University of New York (SUNY) – Department of Political Science, Professor David A. Hoffman of the Temple University School of Law and the Cultural Cognition Project at Yale Law School, and colleagues, have posted Building a Taxonomy of Litigation: Clusters of Causes of Action in Federal Complaints.
This article has been published in: Journal of Empirical Legal Studies, 10(2), 253-287 (2013): http://dx.doi.org/10.1111/jels.12010
Here is the abstract:
This project empirically explores civil litigation from its inception by examining the content of civil complaints. We utilize spectral cluster analysis on a newly compiled federal district court dataset of causes of action in complaints to illustrate the relationship of legal claims to one another, the broader composition of lawsuits in trial courts, and the breadth of pleading in individual complaints. Our results shed light not only on the networks of legal theories in civil litigation but also on how lawsuits are classified and the strategies that plaintiffs and their attorneys employ when commencing litigation. This approach permits us to lay the foundations for a more precise and useful taxonomy of federal litigation than has been previously available, one that, after the Supreme Court’s recent decisions in Bell Atlantic v. Twombly (2007) and Ashcroft v. Iqbal (2009), has also arguably never been more relevant than it is today.
This study is notable for several reasons, including that Computational Legal Studies founders Professor Dr. Daniel Martin Katz and Michael Bommarito commented on the statistical methodology used in the study, and that the study uses government data made public through RECAP, the open government data project developed by Harlan Yu, Stephen Schultze, and Timothy B. Lee, all of Princeton’s Center for Information Technology Policy.
Further, this study exemplifies the scholarly use of open government data predicted by David Robinson, Harlan Yu, and Ed Felten, in their influential article, Government Data and the Invisible Hand.
HT @freemoth.
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Tags:Automatic classification of civil complaints, Automatic classification of legal documents, Automatic classification of litigation documents, Christina Boyd, Christina L. Boyd, Civil complaints, Classification of legal causes of action, Cluster analysis and legal data, Cultural Cognition Project at Yale Law School, David A. Hoffman, David Hoffman, Empirical legal studies, Journal of Empirical Legal Studies, Legal classification, Legal taxonomy, Legal text mining, RECAP, RECAP Archive, Semantic analysis of civil complaints, Semantic analysis of legal texts, Spectral clustering and legal data, Statistical methods in legal communication studies, Statistical methods in legal informatics
Posted in Applications, Research findings | Leave a Comment »
December 22, 2011
Slides have been posted for presentations at From Information to Knowledge: On Line Access to Legal Information, a workshop organised by ITTIG-CNR in conjunction with Festival d’Europa 2011, on 6 May 2011, in Florence, Italy.
Full text of revised versions of many of the papers has been published in: Maria Angela Biasiotti and Sebastiano Faro (Eds.), From Information to Knowledge – Online Access to Legal Information: Methodologies, Trends and Perspectives (IOS, 2011).
Here is a list of the papers presented, with links to slides, abstracts, and revised full text where available:
- Giovanni Sartor, European University Institute: Access to legislation in the semantic web (click here for slides; click here for abstract and revised full text);
- Cedric Chailloux, Publications Office of the European Union – EUR-Lex Unit: The new EUR-Lex: improvement and redesign (Click here for slides; click here for abstract and revised full text, by Els Breedstraet);
- Carol Tullo, The National Archives – Information Policy and Services – UK: Online access to UK legislation: strategy and structure (Click here for slides; click here for abstract and revised full text);
- Filippo Donati, University of Florence: Access to legal information in the European Union (Click here for abstract and revised full text);
- G. Boella, L. Humphreys, P. Rossi, and L. van der Torre: Eunomos, a legal document management system based on legislative XML and ontologies (Click here for slides; click here for abstract and revised full text);
- K.E. Petersen: Experiences with “Lex Dania Live” (Click here for slides; click here for abstract and revised full text);
- B. Bassi: Automatic classification of documents for the Library of the Italian Chamber of Deputies (Click here for slides; click here for abstract and revised full text);
- Melih Karakullukçu: Proper treatment of gaps in legal data and in electronic legal research (Click here for abstract and revised full text);
- Marc van Opijnen: European Case-law identifier: a short history and the broad outlook (Click here for slides; click here for abstract and revised full text);
- G. Damele, M. Dogliani., A. Mastropaolo, F. Pallante and D.P. Radicioni: On legal argumentation tecniques: towards a systematic approach (Click here for slides; click here for abstract and revised full text.);
- D. Bourcier and M. Fernández-Barrera: Challenges regarding legal metadata. IP licensing and management of different cognitive levels in the Web 2.0 (Click here for slides; click here for abstract and revised full text);
- G. Peruginelli, D. Tiscornia, G. Greenleaf, A. Mowbray and P. Chung: A comprehensive free access legal information system for Europe (Click here for slides; click here for abstract and revised full text);
- R. Caso, P. Guarda and V. Moscon: Open Access to legal scholarship and Open Archives: towards a better future? (Click here for slides; click here for abstract and revised full text).
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Tags:Automatic classification of legal documents, Computer assisted legal research, Digital law libraries, Eunomos, EUR-Lex, EurLII, EuroLII, European Case-Law Identifier, European Legal Information Institute, Free access to law, From Information to Knowledge - Online Access to Legal Information: Methodologies Trends and Perspectives, From Information to Knowledge: On Line Access to Legal Information, Frontiers in Artificial Intelligence and Applications 236, ITTIG-CNR, Legal argumentation, Legal identifiers, Legal informatics conferences, Legal information retrieval, Legal knowledge representation, Legal metadata, Legal ontologies, Legal research, Legal scholarly communication, Legal semantic web, Legal social media, Legal URIs, Legal URNs, Legal Web 2.0, Legal XML, Legislation.gov.uk, Legislative information systems, Lex Dania, Lex Dania Live, Modeling legal argumentation, Open access law journals, Open access to legal scholarship, Public access to legal information, Semantic processing of legal documents, Semantic Web and law, Social media and law, Web 2.0 and law
Posted in Applications, Articles and papers, Conference papers, Conference proceedings, Research findings, Technology developments, Technology tools | Leave a Comment »
December 20, 2011
[NOTE: This post has been updated to reflect the extended deadline of 19 February 2012. HT Simonetta Montemagni.]
A call for papers — with extended submission deadline of 19 February 2012 — has been issued for SPLeT 2012: Workshop on Semantic Processing of Legal Texts, to be held 27 May 2012 in Istanbul, Turkey.
SPLeT 2012 is being held in conjunction with LREC 2012: The Language Resources and Evaluation Conference.
Papers for SPLeT 2012 are invited on the following topics:
- Construction, extension, merging, customization of legal language resources, e.g. terminologies, ontologies
- Information retrieval and extraction from legal texts
- Semantic annotation of legal textual corpora
- Legal text processing
- Machine learning of legal texts
- Multilingual aspects of legal text semantic processing
- Legal thesauri mapping
- Automatic Classification of legal documents
- Logical analysis of legal language
- Automated parsing and translation of natural language arguments into a logical formalism
- Linguistically-oriented XML mark up of legal arguments
- Dialogue protocols for argumentation
- Legal argument ontology
- Computational theories of argumentation that are suitable to natural language
- Controlled language systems for law
For more information, please see the call for papers.
HT Dr. Adam Wyner.
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Tags:Adam Wyner, Automatic classification of legal documents, Cross-language legal information retrieval, Cross-language legal text processing, Cross-language legal text semantic processing, Developing legal information resources, Developing legal information systems, International Conference on Language Resources and Evaluation, Legal argument, Legal argumentation, Legal controlled vocabularies, Legal deontic logic, Legal dialogue protocols, Legal informatics conferences, Legal information retrieval, Legal knowledge representation, Legal logic, Legal natural language processing, Legal nonmonotonic reasoning, Legal ontologies, Legal reasoning, Legal text mining, Legal text processing, Legal thesauri, Legal XML, LREC, LREC 2012, Modeling legal logic, Multilingual aspects of legal text semantic processing, Multilingual legal information extraction, Multilingual legal information retrieval, Multilingual legal knowledge representation, Multilingual legal ontologies, Multilingual legal text processing, Natural language processing and law, Natural language processing of legal documents, Semantic annotation of legal texts, Semantic processing of legal texts, Semantic processing of multilingual legal texts, Simonetta Montemagni, SPLeT, SPLeT 2012, Workshop on Semantic Processing of Legal Texts
Posted in Calls for papers, Conference Announcements | Leave a Comment »
February 26, 2011
Calls for papers, with diverse submission deadlines, have been issued for the workshops at ICAIL 2011: The International Conference on Artificial Intelligence and Law; the workshops are scheduled to be held 6 and 10 June 2011, in Pittsburgh, Pennsylvania, USA.
DESI IV: Workshop on Setting Standards for Searching Electronically Stored Information in Discovery Proceedings, 6 June 2011. Deadlines:
- 1 April 2011: Research papers;
- 22 April 2011: Position papers.
Workshop on Agent Model-Based Reasoning in Law, 6 June 2011. Deadline:
Computational Law: A Bridge Towards the Business Rules, 6 June 2011. Deadline:
AI & Evidential Inference, 10 June 2011. Deadline:
AHLTL 2011: Applying Human Language Technology to the Law, 10 June 2011. Deadline:
Coherence 2011: Artificial Intelligence, Coherence, and Judicial Reasoning, 10 June 2011. Deadlines:
- 15 April 2011: Abstracts;
- 3 June 2011: Full papers.
HT JURIX.
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Tags:Alias detection and legal information, Argumentation scheme in judicial reasoning, Authority control and law, Automatic classification of legal documents, Cognitive psychology and law, Cognitive science and law, Coherence in judicial reasoning, Coherence in legal reasoning, Controlled language systems for law, Cross-language legal information systems, ecommerce, econtracting, econtracting systems, ediscovery, Electronic commerce systems, Electronic contracts, Electronic discovery, Evidential inference, ICAIL, ICAIL 2011, ICAIL ICAIL 2011, ICAIL workshops, Inference in legal evidence information systems, Information extraction, International Conference on Artificial Intelligence and Law, Legal agent based systems, Legal argument, Legal argumentation, Legal case based reasoning, Legal communication systems, Legal conceptual schemes, Legal controlled language systems, Legal dialogue protocols, Legal dialogue systems, Legal discussion systems, Legal evidence information systems, Legal evidentiary argumentation, Legal evidentiary reasoning, Legal inference, Legal informatics conferences, Legal information extraction, Legal information retrieval, Legal knowledge representation, Legal multiagent systems, Legal multilingual information retrieval, Legal narrative, Legal natural language processing, Legal ontologies, Legal rhetoric, Legal text mining, Legal thesauri, Legal translation, Legal translation system, Legal XML, Modeling business rules, Modeling judicial reasoning, Modeling legal agent interactions, Modeling legal evidentiary reasoning, Modeling legal reasoning, Modeling regulations, Multilingual legal information systems, Name authority control and law, Name matching and legal information, Natural language processing and law, Psychology and law, Semantic annotation of legal documents, Semantic annotation of legal texts, Semantic processing of legal texts, Statistical methods in legal evidentiary reasoning, Statistical methods in legal reasoning, Values in judicial argumentation, Values in judicial reasoning, Values in legal argumentation, Values in legal evidentiary reasoning, Values in legal reasoning
Posted in Calls for papers, Conference Announcements | 2 Comments »
February 11, 2011
A call for papers — with submission deadline of 31 March 2011 — has been issued for AHLTL 2011: Applying Human Language Technology to the Law, a workshop to be held 10 June 2011, at ICAIL 2011: The Thirteenth International Conference on Artificial Intelligence and Law, in Pittsburgh, Pennsylvania, USA.
[If the call for papers or the workshop Website is down, click here for the cached version.]
Papers are invited on the following topics:
The workshop will focus on extraction of information from legal text, representations of legal language (ontologies and semantic translations), and dialogic aspects. While information extraction and retrieval are crucial areas, the workshop emphasises syntactic, semantic, and dialogic aspects of legal information processing.
Building legal resources: terminologies, ontologies, corpora.
Ontologies of legal texts, including subareas such as ontology acquisition, ontology customisation, ontology merging, ontology extension, ontology evolution, lexical information, etc.
Information retrieval and extraction from legal texts.
Semantic annotation of legal texts.
Multilingual aspects of legal text semantic processing.
Legal thesauri mapping.
Automatic Classification of legal documents.
Automated parsing and translation of natural language arguments into a logical formalism.
Linguistically-oriented XML mark up of legal arguments.
Computational theories of argumentation that are suitable to natural language.
Controlled language systems for law.
Name matching and alias detection.
Dialogue protocols and systems for legal discussion.
For more information, please see the call for papers.
HT Dr. Adam Wyner.
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Tags:Adam Wyner, Alias detection and legal information, Authority control and law, Automatic classification of legal documents, Controlled language systems for law, Cross-language legal information systems, ICAIL ICAIL 2011, Information extraction, International Conference on Artificial Intelligence and Law, Legal argument, Legal argumentation, Legal communication systems, Legal controlled language systems, Legal dialogue protocols, Legal dialogue systems, Legal discussion systems, Legal informatics conferences, Legal information extraction, Legal information retrieval, Legal knowledge representation, Legal multilingual information retrieval, Legal natural language processing, Legal ontologies, Legal text mining, Legal thesauri, Legal translation, Legal translation system, Legal XML, Multilingual legal information systems, Name authority control and law, Name matching and legal information, Natural language processing and law, Semantic annotation of legal documents, Semantic annotation of legal texts, Semantic processing of legal texts
Posted in Calls for papers, Conference Announcements | 2 Comments »
January 16, 2011
Tags:Automatic classification of legal documents, Automatic updating of legal documents, Burden of proof, Conflict of laws information systems, Factors in legal case based reasoning, Inference in legal evidence information systems, International Conference on Legal Knowledge and Information Systems, Interoperability of legal thesauri, JURIX, JURIX 2010, Legal agent based systems, Legal argumentation, Legal burden of proof, Legal case based reasoning, Legal case frames, Legal citation standards, Legal citation systems, Legal citations, Legal deliberation, Legal evidence information systems, Legal informatics conferences, Legal knowledge representation, Legal multiagent systems, Legal rhetoric, Legal taxonomies, Legal thesauri, LKIF Rule, Modeling burdens of proof, Modeling conflicts of law rules, Modeling legal citations, Modeling legal rules, Online legal deliberation, Semantic analysis of legal documents, Semantic analysis of legal texts, University of Liverpool Department of Computer Science
Posted in Applications, Conference papers, Conference proceedings, Slides, Technology developments | Leave a Comment »
January 8, 2011
[NOTE: The call for papers submission deadline has been extended to 17 January 2011, according to @JackGConrad.]
A call for papers has been issued for ICAIL 2011: The 13th International Conference on Artificial Intelligence and Law, to be held 6-10 June 2011 at the University of Pittsburgh School of Law in Pittsburgh, Pennsylvania, USA.
The conference is organized by IAAIL: The International Association for Artificial Intelligence and Law.
A mentoring program is being offered for authors wishing to submit papers to the conference.
Here are the submission deadlines:
- “Mentoring program request deadline: November 8, 2010
- Mentoring program paper deadline: November 15, 2010
- Submission of workshop and tutorial proposals: December 6, 2010
- Submission of abstracts (optional): January 3, 2011″
- Submission of papers extended deadline: January 17, 2011
Papers are invited on the following topics:
- “Formal and computational models of legal reasoning
- Knowledge acquisition techniques for the legal domain, including natural language processing and data mining
- Computational models of argumentation and decision making
- Legal knowledge representation including legal ontologies and common sense knowledge
- Computational models of evidential reasoning
- Modeling norms for multi-agent systems
- Modeling negotiation and contract formation
- Computational models of case-based legal reasoning
- Conceptual or model-based legal information retrieval
- Automated information extraction from legal databases and texts
- Intelligent legal tutoring systems
- Intelligent support systems for the legal domain
- E-discovery and e-disclosure
- Automatic legal text classification and summarization
- Machine learning and data mining applied to legal databases”
For more information, please see the call for papers.
HT Jack G. Conrad.
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Tags:Artificial intelligence and law, Automatic classification of legal documents, Automatic legal information extraction, Automatic summarization of legal documents, Concept based legal information retrieval, econtracting, econtracting systems, ediscovery, Electronic contracting, Electronic contracting systems, Electronic discovery, ICAIL, ICAIL 2011, International Conference on Artificial Intelligence and Law, Jack G. Conrad, Legal agent based systems, Legal case based reasoning, Legal data mining, Legal decision support systems, Legal evidence information systems, Legal evidentiary reasoning, Legal expert systems, Legal informatics conferences, Legal information extraction, Legal information retrieval, Legal knowledge acquisition, Legal knowledge representation, Legal machine learning, Legal multiagent systems, Legal natural language processing, Legal negotiation systems, Legal ontologies, Legal reasoning, Legal text mining, Legal text processing, Legal tutoring systems, Machine learning in legal documents, Model based legal information retrieval, Modeling legal case based reasoning, Modeling legal evidentiary reasoning, Modeling legal reasoning, Natural language processing and law, Summarization of legal information
Posted in Calls for papers, Conference Announcements | 1 Comment »