The Summer School on Law and Logic, Florence, Italy

I will be participating as a teaching assistant in the Summer School on Law and Logic in Florence, Italy, July 16-20, 2012. The school is jointly hosted by the European University Institute and the Harvard Law School.
From the description:

The Summer School on Law and Logic is the first course ever to provide a comprehensive introduction to the wide variety of uses of logic in the law. Our aim at this Summer School is to provide law students, graduate law students, and legal professionals with a knowledge of the methods of formal logic and the ability to apply those methods to the analysis and critical evaluation of legal arguments and sources of law (including statutes, cases, regulations, constitutional provisions).
The Summer School includes the basics of propositional and predicate deductive logic, as well as the use of logic for capturing representing deontic and Hohfeldian modalities, analogical reasoning and inference to the best explanation. It also addresses presents some aspects of non-deductive reasoning in law, such as defeasible reasoning, including argumentation schemes and inductive reasoning.
We believe that the kind of background in formal logic we offer in this course can be a very powerful tool for use in legal theory, for developing doctrinal legal research, for working in legal informatics (the application of computer programs to the analysis of law), and, more generally, for the practice of law.

This is an innovative school about core issues and approaches in Artificial Intelligence and Law. For me, it will be an opportunity to connect with familiar colleagues, work with new ones, and find out what lawyers think about formal logic. In addition, some of the legal materials that we will be analysing will be new to me, so that will be instructive.
I hope that this school is the beginning of an integration of AI into law school education.
Shortlink to this page.
By Adam Wyner

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.

21st Century Law Practice and Law Tech Camp Presentations

As part of the 21st Century Law Practice Summer London Law Program, I had the opportunity to present a class on Topics in Natural Language Processing of Legal Texts. My thanks to Dan Katz for organising this and to the class for their interest.
Dan, co-organiser Renee Knake at Michigan State University, and their colleagues at the University of Westminster are up to good things in law and technology – well worth watching.
To cap off the Law Program, the summer program organised a Law Tech Camp of short and TED style presentations on topics. It is an excellent program of talks from members of the legal industry, practicing lawyers, and academics. I have a talk about Crowdsourcing Legal Text Annotation, which is also discussed in a previous post. The talks are videotaped and made available online (TBA).
Shortlink to this page.
By Adam Wyner

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.

Crowdsourced Legal Case Annotation

A study in online, collaborative legal informatics
Adam Wyner, University of Aberdeen
Wim Peters, University of Sheffield
Daniel Katz, Michigan State University
— Introduction —
This is an academic research study on legal informatics (information processing of the law). The study uses an online, collaborative tool to crowdsource the annotation of legal cases. The task is similar to legal professionals’ annotation of cases. The result will be a public corpus of searchable, richly annotated legal cases that can be further processed, analysed, or queried for conceptual annotations.
Adam and Wim are computer scientists who are interested in language, law, and the Internet. Dan is an academic lawyer also interested in law and the Internet.
We are inviting people to participate in this collaborative task. This is a beta version of the exercise, and we welcome comments on how to improve it. Please read through this blog post, look at the video, and get in contact.
— Highlighting, Annotations, and Legal Case Briefs —
In reading, analysing, and preparing a summary of a legal case, law students and legal professionals annotate cases by highlighting and colour coding elements of the case to make for easy identification. Different elements are annotated: the holding, the parties, the facts, and so on. A sample image of annotations is:
Annotations

Annotations for Case Citations, Legal Roles, Jurisdiction, Hearing Date

— Problem —
To analyse a legal case, legal professionals annotate the case into its constituent parts. The analysis is summarised in a case brief. However, the current approach is very limited:

  • Analysis is time-consuming and knowledge-intensive.
  • Case briefs may miss relevant information.
  • Case analyses and briefs are privately held.
  • Case analyses are in paper form, so not searchable over the Internet.
  • Current search tools are for text strings, not conceptual information. We want to search for concepts such as for the holdings by a particular judge and with respect to causes of action against a particular defendant. With annotated legal cases, we can enable conceptual search.
  • There is no capacity to systematically compare, contrast, and evaluate the work by different annotators. Consequently, the annotation task itself is not used as an opportunity to gain greater expertise in case analysis.
  • — Solution: Crowdsource Annotation —
    We use an online legal case annotation tool and share the results to support:

  • Online search in legal cases for case details and concepts.
  • Semantic web applications and information extraction.
  • Crowd-source a legal case corpus.
  • Training and learning for legal case analysis.
  • The results of the study would be useful to:

  • Law school students learning case analysis.
  • Legal professionals in identifying relevant cases.
  • Researchers of legal informatics.
  • Law faculty in training students to analyse legal cases.
  • Broadly speaking, a corpus of analysed cases makes case law a public resource that democratises legal knowledge.
    — Annotations: types and features —
    To crowdsource conceptual annotations of legal cases, we use the General Architecture of Text Engineering (GATE) Teamware tool. Teamware is a web-based application that provides an annotator with a text to annotate and a list of annotations to use. The task is a web-based version of what legal analysts of cases already do.
    We use familiar annotations for legal cases, divided (for ease of reference) into types and features. For example, we have a type Legal Roles and various features to select among, e.g. defendant. We are counting on you to have learned and used these annotations in the course of your legal study and practice.
    You do not need to memorise the types and features as they will appear in the GATE Teamware tool.  It may be handy to keep this webpage open so you can consult it or you could also print out the page.
    The annotations we use are:
    Argument For Party – arguments for a particular party, using the most general notion:

  • for Appellee, for Appellant, for Defendant, for Plaintiff.
  • Facts – legal and procedural facts:

  • Cause of Action – the specific legal theory upon which the plaintiff brings the suit.
  • Defenses raised by Defendant – the defendant defenses against the cause of action.
  • Legal Facts – the legally relevant facts of the case that are used in arguing the issues.
  • Remedy requested by Plaintiff – what the plaintiff asks the court to grant.
  • Indexes – various indicative information:

  • Case Citation – the citation of the particular case being annotated.
  • Court Address – the address of the court.
  • Hearing Date – the date of the hearing.
  • Judge Name – the names of the judge, annotated one at a time.
  • Jurisdiction – the legal jurisdiction of the case.
  • Issues – the issues before the court:

  • Procedural Issue – what the appellee claims that the lower court did wrong.
  • Substantive Issue – the point of law that is in dispute (legal facts have their own annotation).
  • Legal Roles – the role of the parties in the case:

  • Appellee, Appellee’s Lawyer, Appellant, Appellant’s Lawyer, Defendant, Defendant’s Lawyer, Plaintiff, Plaintiff’s Lawyer.
  • General – buyer/seller, employer/employee, landlord/tenant, etc.
  • Other – relevant information not covered by the other annotations.
    Procedural History – the disposition of the case with respect to the lower court(s):

  • Appeal Information – who appealed and why they appealed.
  • Damages – the damages awarded by the lower court.
  • Lower Court Decision – the lower court’s decision.
  • Reasoning Outcomes – various parts of the legal decision:

  • Concurring Opinion.
  • Dicta – commentary about the judgement and holding, but not part of the rationale.
  • Dissenting Opinion.
  • Holding – the rule of law or legal principle that was applied in making the judgement. You can think about this as the new ground that the court is covering in this case. What legal rule(s) is the court developing or clarifying? The case can have more than one holding if there is more than one legal rule being considered. Note that a holding from a cited precedent is to be considered part of the rationale.
  • Judgement – Given the holding and the corresponding rationale for the holding, the judgement is the court’s final decision about the rights of the parties, the court’s response to a party’s request for relief, and bearing on prior decisions (e.g. affirmed, reversed, remanded, etc.).
  • Rationale – the court’s analysis of the issues and the reasons for the holding.
  • — Strategic Phases —
    From previous experience and following discussions, we believe it is best if the annotations are grouped together and done in three phases. This allows the annotator to do simpler tasks first and to keep in mind a subset of the relevant annotations.

  • Phase I: Indexes and Legal Roles
  • Phase II: Procedural History and Reasoning Outcomes
  • Phase III: Facts and Issues
  • For the time being, we are not attending to annotations of Arguments for Party and Other.
    — Collaborate —
    Take a look at the instructional video below. If you wish to collaborate on the task, send an email to Adam Wyner – adam@wyner.info
    In the email, please include brief information for:

  • Your name
  • Your professional affiliation, e.g. institution, company, firm…
  • Your role where you work
  • Your background as a legal professional
  • This will help us know who we are collaborating with; from the pool of candidates, we will select participants for this early study.
    You will be sent a user name and password so you can login to Teamware.
    We respect your privacy. We are only interested in data in the aggregate and will not reveal any personal data to third parties.
    — Next —
    We have an instructional video that you can open in a new tab or window and that uses QuickTime. It lasts about 14 minutes. This will give you a good idea of what you will be doing. The presenter is Adam Wyner. You can see this here:

    Or follow the link on YouTube — Crowdsourcing Legal Case Annotation Instructional Video. Please view in a large (ok definition) or full screen (grainy definition) mode, which may need to be reloaded in YouTube.
    There are additional points about using the tool in section below on questions, problems, and observations.
    After reading this blog, viewing the instructional video, and receiving your username and password, you can login to begin annotating at — GATE Teamware
    — Survey —
    When you are done with your task, please answer the questions on the survey to give us feedback on your experience using the annotation tool. The survey is available below. You can scroll down and answer the questions. Don’t forget to hit the “Done” button to submit your responses, which will be very useful in helping us understand your experience and thoughts about using the tool:

    Create your free online surveys with SurveyMonkey, the world’s leading questionnaire tool.

    — What Then? —
    We analyse the annotations from several annotators, comparing and contrasting them (interannotator agreement). This will show us similarities and differences in the understanding of the annotations and cases. As well, the results will help us develop a Gold Standard Corpus of legal cases, which are annotations of cases that annotators agree on. A Gold Standard is essential for information extraction and the development of advanced processing. We will publicly report the analysis of the exercise and make the annotated cases publicly available for re-use.
    Once we have a better sense of how this study goes, we plan to roll out a larger version with more cases. And this is only the start….
    — Questions, Problems, and Observations —
    Thanks to participants for letting us know about their problems and sending their observations.
    How easy is it to learn to use the tool? Take a look at the video to get a sense of this. With a little bit of practice, it is rather straightforward.
    What if I don’t agree with some of your annotations or features? Write a comment or send us an email, and we will consider your comment. Try to be as clear and specific as you can. We are not lawyers, and we are dealing with a global community with local variation, so it is likely there will be some disagreement and variation.
    Can I get the results of my annotations? Our approach is to make individual contributions to the whole. So, you will be able to access annotated cases after the exercise. There will be further information on how to work with the material.
    How many cases must I do? You can do one or you can do as many as we have (not many in the beta project).
    How much time will it take? About as long as it would take you to do a similar highlighting and annotation task with paper and markers.
    What if I have a problem with using the tool or if the tool is buggy? Be patient and try to work with the tool. Sometimes things go wrong. Write a comment or send us an email, and we will try to advise. Note – we are only consumers of GATE Teamware, so are not responsible for the system.
    How thoroughly should I annotate the cases? The more cases that are annotated fully and accurately, the better. Apply the same diligence as you would to thoroughly and carefully analyse cases with pen and paper. As you will be the beneficiary of the work of others, so too should you work to benefit them.
    Do we track good annotators and bad annotators? We are interested in data in the aggregate, and are only interested in interannotator agreement and disagreement. This information will help us better understand differences in how the cases are understood and annotated. But, we can see how much time each person takes with each annotation task and measure how they perform against other annotators or a gold standard. If we have bad annotators, we will see this in the results; we would contact the annotator and see how best to improve the situation. As we noted above, we are not sharing information with third parties.
    I cannot login with the username and password. Please let me know if you have this problem, and I will look into it.
    I can login, but I cannot get the java webstart file to start. This is a tough problem to address over the internet. Some people have no problem, but some people are. Please let me know if you have this problem. Do check that you have followed the instructions (on blog and in movie).
    I can login and start the annotation tool, but I cannot get the task. Please let me know, and I will look into it.
    The text is too small and single spaced. At the moment, there is nothing we can do about this. We’ll try to keep this in mind for the future.
    The highlighting tool is not easy to use. When I want to move from one annotated text to some new text, the tool doesn’t move to the new text. This is bit of a problem with the tool, which is not entirely reliable in the functionality. Try to play around with this to see what works for you. One strategy that I have found that improves performance is to annotate something. Then the annotation types appears in the upper right hand corner window among the list of annotations. Sometimes it is a good idea, when the problem occurs, is to click the annotations in that upper right hand corner window off and on (toggle them on and off). This seems to clear the system a bit so that one can go on to the next annotation. Give this a try. If you have problems, please let me know.
    I found it very challenging. It is important to us to know this information to gauge how much text and the variety of annotations. We might reduce the number of annotations, breaking up the whole set into parts of the overall task.
    Decision date is more important than hearing date, or at least should be provided in addition to hearing date. Probably this will be added to future iterations.
    A participant, e.g. “Cone”, was originally a defendant, but was dismissed out before this appeal. I wonder if he should still be coded as “Defendant” or if he should be coded as an other role-holder. Good observation. I’ll have to consult with some lawyers further about this point.
    There are sentences where the court introduced a fact and also appeared to reason using it. Is it right to code the whole sentence both as a legal fact and as a rationale. Yes, this is the way to handle this. Double annotations are always possible.
    A similar problem occurred where the court offered a fact but also put a gloss on it as to its legal significance. Double annotations are always possible.
    Some of the names of the categories were confusing or unclear. For example, using “Holding” for the name of the legal rule or principle was confusing (“Legal Rule” might be more intuitive). This is another point that we will need to consult further with other lawyers. There may also be some variation in terminology.
    There is sometimes unclarity about role-players. A case involved a plaintiff, who was an appellee but also a cross-appellant, and a defendant who was thus an appellant and cross-appellee. These can be coded where on is plaintiff and appellee and the other defendant and appellant. But, they could have both been coded as appellee and appellant, given the existence of the cross appeal. Double (or more) annotating is fine.
    Procedural History/Damages might be better framed as Procedural History/Remedies, as courts often provide injunctive relief or, as in this case, an accounting, as a remedy. This is another point that we will need to consult further with lawyers about terminology.
    What if a case does not state any legal rules? Can implicit legal rules be annotated. For example, where novelty and non-obviousness are a sine qua non of a valid patent, one would not have known to mark some of the sentences as rationales. This isn’t a problem. If something is not in the case, then it is not annotated. We are not (yet) concerned with implicit information. But, if you know the implicit information, then annotate it.
    How can I automatically search for and annotate the same string with the same annotation? In the instructional video, we wanted to keep the material short and to the point, so there are aspects of the annotation tool we did not cover. However, it is tedious to manually search for the same string and annotate it with the same annotation. Teamware’s Annotation Editor has a tool to support automatic search and annotation. To see how to do this, we have the video here:

    How should I annotate holdings which may appear as holdings in cited cases and as part of the procedural history, as holdings in the current case, or as part of the rationale in the current case? This is an interesting and subtle point for us, and we will have to have a full consultation with lawyers to decide. But, for the time being, there can be no harm in multiple annotations, which we can then look at and work with later.
    — Paper —
    If you are interested in some of the ideas behind this project, please see our paper:
    Semantic Annotations for Legal Text Processing using GATE Teamware
    The paper will appear in May 2012 in the Proceedings of the LREC Conference Workshop on Semantic Processing of Legal Texts, Istanbul, Turkey. The exercise here is a version of the exercise proposed in the paper.
    A shortlink to this blog page is:
    http://wyner.info/LanguageLogicLawSoftware/?p=1315
    — Thanks for collaborating! —
    — If you have any questions, please submit a comment! —

    — Update Note —
    July 29, 2013 to reflect Dan Katz’s amended definitions for Holding. Updated in various ways July 12, 2013. The previous blog post of July 28, 2012 has been updated to note the participation of Dan Katz and his students of Michigan State University.
    — Honour Role —
    For the very first study, we would like to thank the following individuals who gave of their time and intelligence to carry out their tasks.

  • First
  • Second
  • By Adam Wyner

    This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.

    Modelling Policy-making – a Call for Papers

    A Special Issue the Journal of Artificial Intelligence and Law on
    Modelling Policy-making
    Special Issue Editors
    Adam Wyner, University of Liverpool, adam@wyner.info
    Neil Benn, University of Leeds, n.j.l.benn@leeds.ac.uk
    Paper Submission Deadline: May 28, 2012
    We invite submission of papers on modelling policy-making. Below we outline the intended audience, context, the topics of interest, and submission details.
    Context
    We live in an age where citizens are beginning to demand greater transparency and accountability of their political leaders. Furthermore, those who govern and decide on policy are beginning to realise the need for new governance models that emphasise deliberative democracy and promote widespread public participation in all phases of the policy-making cycle: 1) agenda setting, 2) policy analysis, 3) lawmaking, 4) implementation, and 5) monitoring. As governments must become more efficient and effective with the resources available, modern information and communications technology (ICT) are being drawn on to address problems of information processing in the phases. One of the key problems is policy content analysis and modelling, particularly the gap between on the one hand policy proposals and formulations that are expressed in quantitative and narrative forms and on the other hand formal models that can be used to systematically represent and reason with the information contained in the proposals and formulations.
    Special Issue Theme
    The editors invite submissions of original research about the application of ICT and Computer Science to the first three phases of the policy cycle – agenda setting, policy analysis, and lawmaking. The research should seek to address the gap noted above. The journal volume focusses particularly on using and integrating a range of subcomponents – information extraction, text processing, representation, modelling, simulation, reasoning, and argument – to provide policy making tools to the public and public administrators. While submissions about tool development and practice are welcome, the editors particularly encourage submission of articles that address formal, conceptual, and/or computational issues. Some specific topics within the theme are:

    • information extraction from natural language text
    • policy ontologies
    • formal logical representations of policies
    • transformations from policy language to executable policy rules
    • argumentation about policy proposals
    • web-based tools that support participatory policy-making
    • tools for increasing public understanding of arguments behind policy decisions
    • visualising policies and arguments about policies
    • computational models of policies and arguments about policies
    • integration tools
    • multi-agent policy simulations

    Submission Details:
    Authors are invited to submit an original, previously unpublished, research paper of up to 30 pages pertaining to the special issue theme. The paper should follow the journal’s instructions for authors and be submitted online. See the dropdown tab under the section FOR AUTHORS AND EDITORS.
    Instructions for Authors on:
    https://www.springer.com/computer/ai/journal/10506
    Submit Online on:
    https://www.springer.com/computer/ai/journal/10506
    Each submitted paper will be carefully peer-reviewed based on originality, significance, technical soundness, and clarity of exposition and relevance for the journal.
    The shortlink to this webpage is:
    http://wyner.info/LanguageLogicLawSoftware/?p=1258
    A PDF version of this CFP:
    CFP – Modelling Policy-making
    Contact the special issue editors with any questions.
    By Adam Wyner

    This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.

    EXTENDED CFP – Workshop on Semantic Processing of Legal Texts (SPLeT 2012)

    In conjunction with
    Language Resources and Evaluation Conference 2012 (LREC 2012)
    27 May, 2012
    Istanbul, Turkey
    REVISED SUBMISSION DEADLINE FOR WORKSHOP: 19 February 2012
    Context
    The legal domain represents a primary candidate for web-based information distribution, exchange and management, as testified by the numerous e-government, e-justice and e-democracy initiatives worldwide. The last few years have seen a growing body of research and practice in the field of Artificial Intelligence and Law which addresses a range of topics: automated legal reasoning and argumentation, semantic and cross-language legal information retrieval, document classification, legal drafting, legal knowledge discovery and extraction, as well as the construction of legal ontologies and their application to the law domain. In this context, it is of paramount importance to use Natural Language Processing techniques and tools that automate and facilitate the process of knowledge extraction from legal texts.
    Since 2008, the SPLeT workshops have been a venue where researchers from the Computational Linguistics and Artificial Intelligence and Law communities meet, exchange information, compare perspectives, and share experiences and concerns on the topic of legal knowledge extraction and management, with particular emphasis on the semantic processing of legal texts. Within the Artificial Intelligence and Law community, there have also been a number of dedicated workshops and tutorials specifically focussing on different aspects of semantic processing of legal texts at conferences such as JURIX-2008, ICAIL-2009, ICAIL-2011, as well as in the International Summer School “Managing Legal Resources in the Semantic Web” (2007, 2008, 2009, 2010, 2011).
    To continue this momentum and to advance research, a 4th Workshop on “Semantic Processing of Legal Texts” is being organized at the LREC-2012 conference to bring to the attention of the broader LR/HLT (Language Resources/Human Language Technology) community the specific technical challenges posed by the semantic processing of legal texts and also share with the community the motivations and objectives which make it of interest to researchers in legal informatics. The outcome of these interactions are expected to advance research and applications and foster interdisciplinary collaboration within the legal domain.
    New to this edition of the workshop are two sub-events (described below) to provide common and consistent task definitions, datasets, and evaluation for legal-IE systems along with a forum for the presentation of varying but focused efforts on their development.
    The main goals of the workshop and associated events are to provide an overview of the state-of-the-art in legal knowledge extraction and management, to explore new research and development directions and emerging trends, and to exchange information regarding legal language resources and human language technologies and their applications.
    Sub-events
    Dependency Parsing
    The first sub-event will be a shared task specifically focusing on dependency parsing of legal texts: although this is not a domain-specific task, it is a task which creates the prerequisites for advanced IE applications operating on legal texts, which can benefit from reliable preprocessing tools. For this year our aim is to create the prerequisites for more advanced domain-specific tasks (e.g. event extraction) to be organized in future SPLeT editions. We strongly believe that this could be a way to attract the attention of the LR/HLT community to the specific challenges posed by the analysis of this type of texts and to have a clearer idea of the current state of the art. The languages dealt with will be Italian and English. A specific Call for Participation for the shared task is available in a dedicated page.
    Semantic Annotation
    The second sub-event will be an online, manual, collaborative, semantic annotation exercise, the results of which will be presented and discussed at the workshop. The goals of the exercise are: (1) to gain insight on and work towards the creation of a gold standard corpus of legal documents in a cohesive domain; and (2) to test the feasibility of the exercise and to get feedback on its annotation structure and workflow. The corpus to be annotated will be a selection of documents drawn from EU and US legislation, regulation, and case law in a particular domain (e.g. consumer or environmental protection). For this exercise, the language will be English. A specific Call for Participation for this annotation exercise is available in a dedicated page.
    Areas of Interest
    The workshop will focus on the topics of the automatic extraction of information from legal texts and the structural organisation of the extracted knowledge. Particular emphasis will be given to the crucial role of language resources and human language technologies.
    Papers are invited on, but not limited to, the following topics:

  • Construction, extension, merging, customization of legal language resources, e.g. terminologies, thesauri, ontologies, corpora
  • Information retrieval and extraction from legal texts
  • Semantic annotation of legal text
  • Legal text processing
  • 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 legal arguments into a logical formalism
  • Dialogue protocols for legal information processing
  • Controlled language systems for law
  • LREC Conference Information (Accommodation, Travel, Registration)
    Language Resources and Evaluation Conference 2012 (LREC 2012)
    Workshop Schedule – TBA
    Workshop Registration and Location – TBA
    Webpage URLs

  • This page is http://wyner.info/LanguageLogicLawSoftware/?p=1233
  • An alternative workshop webpage
  • Important Dates:

  • REVISED Submission: 19 February 2012
  • Acceptance Notification: 12 March 2012
  • Final Version: 30 March 2012
  • Workshop date: 27 May 2012
  • Author Guidelines:
    Submissions are solicited from researchers working on all aspects of semantic processing of legal texts. Authors are invited to submit papers describing original completed work, work in progress, interesting problems, case studies or research trends related to one or more of the topics of interest listed above. The final version of the accepted papers will be published in the Workshop Proceedings.
    Short or full papers can be submitted. Short papers are expected to present new ideas or new visions that may influence the direction of future research, yet they may be less mature than full papers. While an exhaustive evaluation of the proposed ideas is not necessary, insight and in-depth understanding of the issues is expected. Full papers should be more well developed and evaluated. Short papers will be reviewed the same way as full papers by the Program Committee and will be published in the Workshop Proceedings.
    Full paper submissions should not exceed 10 pages, short papers 6 pages. See the style guidelines and files on the LREC site:
    Authors’ Kit and Templates
    Submit papers to:
    Submission for the workshop uses the START submission system at:
    https://www.softconf.com/lrec2012/LegalTexts2012/
    Note that when submitting a paper through the START page, authors will be asked to provide essential information about resources (in a broad sense, i.e. also technologies, standards, evaluation kits, etc.) that have been used for the work described in the paper or are a new result of your research. For further information on this new initiative, please refer to:
    http://www.lrec-conf.org/lrec2012/?LRE-Map-2012
    Publication:
    After the workshop a number of selected, revised, peer-reviewed articles will be published in a Special Issue on Semantic Processing of Legal Texts of the AI and Law Journal (Springer).
    Contact Information:
    Address any queries regarding the workshop to:
    lrec_legalWS@ilc.cnr.it
    Program Committee Co-Chairs:
    Enrico Francesconi (National Research Center, Italy)
    Simonetta Montemagni (National Research Center, Italy)
    Wim Peters (University of Sheffield, UK)
    Adam Wyner (University of Liverpool, UK)
    Program Committee (Preliminary):
    Kevin Ashley (University of Pittsburgh, USA)
    Johan Bos (University of Rome, Italy)
    Daniele Bourcier (Humboldt Universitat, Germany)
    Pompeu Casanovas (Universitat Autonoma de Barcelona, Spain)
    Jack Conrad (Thomson Reuters, USA)
    Matthias Grabmair (University of Pittsburgh, USA)
    Antonio Lazari (Scuola Superiore S.Anna, Italy)
    Leonardo Lesmo (Universita di Torino, Italy)
    Marie-Francine Moens (Katholieke Universiteit Leuven, Belgium)
    Thorne McCarty (Rutgers University, USA)
    Raquel Mochales Palau (Catholic University of Leuven, Belgium)
    Paulo Quaresma (Universidade de Evora, Portugal)
    Tony Russell-Rose (UXLabs, UK)
    Erich Schweighofer (Universitat Wien, Austria)
    Rolf Schwitter (Macquarie University, Australia)
    Manfred Stede (University of Potsdam, Germany)
    Daniela Tiscornia (National Research Council, Italy)
    Tom van Engers (University of Amsterdam, Netherlands)
    Giulia Venturi (Scuola Superiore S.Anna, Italy)
    Vern R. Walker (Hofstra University, USA)
    Radboud Winkels (University of Amsterdam, Netherlands)
    By Adam Wyner

    This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.

    UMMS Workshop Paper: Arguing about Emotions

    Martyn Lloyd-Kelly and I have a forthcoming paper on arguing about emotions in legal cases where the ‘heat of passion’ plays a role. It appears in the proceedings of the Workshop on User Models for Motivational Systems the affective and the rational routes to persuasion.
    Arguing about Emotions
    Martyn Lloyd-Kelly and Adam Wyner
    Abstract
    Emotions are commonly thought to be beyond rational analysis. In this paper, we develop the position that emotions can be the objects of argumentation and used as terms in emotional argumentation schemes. Thus, we can argue about whether or not, according to normative standards and available evidence, it is plausible that an individual had a particular emotion. This is particularly salient in legal cases, where decisions can depend on explicit arguments about emotional states.
    By Adam Wyner

    This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.

    Workshop on Modelling Policy-making (MPM 2011)

    In conjunction with
    The 24th International Conference on Legal Knowledge and Information Systems (JURIX 2011)
    Wednesday December 14, 2011
    University of Vienna
    Vienna, Austria
    Context:
    As the European Union develops, issues about governance, legitimacy, and transparency become more pressing. National governments and the EU Commission realise the need to promote widespread, deliberative democracy in the policy-making cycle, which has several phases: 1) agenda setting, 2) policy analysis, 3) lawmaking, 4) administration and implementation, and 5) monitoring. As governments must become more efficient and effective with the resources available, modern information and communications technology (ICT) are being drawn on to address problems of information processing in the phases. One of the key problems is policy content analysis and modelling, particularly the gap between on the one hand policy proposals and formulations that are expressed in quantitative and narrative forms and on the other hand formal models that can be used to systematically represent and reason with the information contained in the proposals and formulations.
    Submission Focus:
    The workshop invites submissions of original research about the application of ICT to the early phases of the policy cycle, namely those before the legislators fix the legislation: agenda setting, policy analysis, and lawmaking. The research should seek to address the gap noted above. The workshop focuses particularly on using and integrating a range of subcomponents – information extraction, text processing, representation, modelling, simulation, reasoning, and argument – to provide policy making tools to the public and public administrators.
    Intended Audience:
    Legal professionals, government administrators, political scientists, and computer scientists.
    Areas of Interest:

    • information extraction from natural language text
    • policy ontologies
    • formal logical representations of policies
    • transformations from policy language to executable policy rules
    • argumentation about policy proposals
    • web-based tools that support participatory policy-making
    • tools for increasing public understanding of arguments behind policy decisions
    • visualising policies and arguments about policies
    • computational models of policies and arguments about policies
    • integration tools
    • multi-agent policy simulations

    Preliminary Workshop Schedule:
    09:45-10:00 Workshop Opening comments
    10:00-11:00 Paper Session 1

    • Using PolicyCommons to support the policy-consultation process: investigating a new workflow and policy-deliberation data model
      Neil Benn and Ann Macintosh
    • A Problem Solving Model for Regulatory Policy Making
      Alexander Boer, Tom Van Engers and Giovanni Sileno

    11:00-11:15 Break (coffee, tea, air etc.)
    11:15-12:15 Paper Session 2

    • Linking Semantic Enrichment to Legal Documents
      Akos Szoke, Andras Forhecz, Krisztian Macsar and Gyorgy Strausz
    • Semantic Models and Ontologies in Modelling Policy-making
      Adam Wyner, Katie Atkinson and Trevor Bench-Capon

    12:15-13:15 Lunch break
    13:15-14:45 Paper Session 3

    • Consistent Conceptual Descriptions to Support Formal Policy Model Development: Metamodel and Approach
      Sabrina Scherer and Maria Wimmer
    • The Policy Modeling Tool of the IMPACT Argumentation Toolbox
      Thomas Gordon
    • Ontologies for Governance, Risk Management and Policy Compliance
      Jorge Gonzalez-Conejero, Albert Merono-Penuela and David Fernandez Gamez

    14:45-15:00 Break (coffee, tea, air etc.)
    15:00-16:00 Paper Session 4 and Closing discussion

    • Policy making: How rational is it?
      Tom Van Engers, Ignace Snellen and Wouter Van Haaften
    • Closing discussion

    Workshop Registration and Location:
    Please see the JURIX 2011 website for all information about registration and location.
    Webpage URL:
    http://wyner.info/LanguageLogicLawSoftware/?p=1157
    Important Dates:

    • Submission: Monday, October 24
    • Review Notification: Monday, November 7
    • Final Version: Thursday, December 1
    • Workshop date: Wednesday, December 14

    Author Guidelines:
    Submit position papers of between 2-5 pages in length in PDF format and using the IOS Press style files and authors’ guidelines at:
    IOS Press Author Instructions
    Submit papers to:
    MPM 2011 on EasyChair
    Publication:
    The position papers are available only in an electronic version from the following link:
    Proceedings of the Workshop on Modelling Policy-making
    A call for selected extended versions of the papers will be issued for a special issue of AI and Law on Modelling Policy-making.
    Contact Information:
    Adam Wyner, adam@wyner.info
    Neil Benn, n.j.l.benn@leeds.ac.uk
    Program Committee Co-Chairs:
    Adam Wyner (University of Liverpool, UK)
    Neil Benn (University of Leeds, UK)
    Program Committee (Preliminary):
    Katie Atkinson
    Trevor Bench-Capon
    Bruce Edmonds
    Tom van Engers
    Euripidis Loukis
    Tom Gordon
    Ann Macintosh
    Gunther Schefbeck
    Maria Wimmer
    Radboud Winkels
    By Adam Wyner

    This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.

    Draft Materials for LEX 2011

    Draft post
    At the links below, you can find the slides and hands on materials on GATE for the LEX summer school on Managing Legal Resources in the Semantic Web.
    GATE Legislative Rulebook
    By Adam Wyner

    This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.

    TO BE UPDATED: Instructions for Online Collaborative Legal Case Annotation Task

    TO BE UPDATED for the SPLeT 2012 task. The information here and in the links here are out of date. The material is being updated for the task, so please return at a later date or email the authors. Thanks for your interest.
    — Adam
    Wim Peters and I ran a pilot experiment in online, collaborative annotation for legal case factors. The slides are below. Now that we know more about how to present such materials, we need to find a cooperative population of law students to scale up and deepen the work.
    Annotating Legal Case Factors with GATE TeamWare
    By Adam Wyner

    This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.

    LOAIT Workshop Paper on Legal Text Annotation

    A paper I presented at 4th Workshop on Legal Ontologies and Artificial Intelligence Techniques is to appear in the journal Rivista Informatica e diritto, an Italian journal on AI and Law.
    Towards Annotating and Extracting Textual Legal Case Elements
    Adam Wyner
    Abstract
    The paper presents an outline of a method for semantic, conceptual search in legal case documents using the GATE tool.
    By Adam Wyner

    This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.