Tag: jurix

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AI + Access to Justice Current Projects

Jurix ’24 AI + A2J Schedule

On December 11, 2024, in Brno, Czechia & online, we held our second annual AI for Access to Justice Workshop at the JURIX Conference.

The academic workshop is organized by Quinten Steenhuis, Suffolk University Law School/LIT Lab, Margaret Hagan, Stanford Law School/ Legal Design Lab, and Hannes Westermann, Maastricht University Faculty of Law.

In Autumn 2024, there was a very competitive application process, and 22 papers and 5 demo’s were selected.

The following presentations all come with a 10-page research paper or a shorter paper for the demo’s. The accepted paper drafts are available at this Google Drive folder.

Thank you to all of the contributors and participants in the workshop!

Session 1: AI for A2J Planning – Risks, Limits, Strategies

  • LLMs & Legal Aid: Understanding Legal Needs Exhibited Through User Queries: Michal Kuk and Jakub Harašta
  • Spreading the Risk of Scalable Legal Services: The Role of Insurance in Expanding Access to Justice, David Chriki, Harel Omer and Roee Amir
  • Exploring the potential and limitations of AI to enhance children’s access to justice, Boglárka Jánoskúti Dr. and Dóra Kiss Dr.
  • Health Insurance Coverage Rules Interpretation Corpus: Law, Policy, and Medical Guidance for Health Insurance Coverage Understanding, Mike Gartner

Session 2: AI for Legal Aid Services – Part A

  • Utilizing Large Language Models for Legal Aid Triage, Amit Haim and Christoph Engel
  • Measuring What Matters: Developing Human-Centered Legal Q-and-A Quality Standards through Multi-Stakeholder Research, Margaret Hagan
  • Demo: Digital Transformation in Child and Youth Welfare: A Concept for Implementing a Web-based Counseling Assistant Florian Gerlach

Session 3: AI for Legal Aid Services – Part B

  • Demo: Green Advice: Using RAG for Actionable Legal Information, Repairosaurus Rex , Nicholas Burka, Ali Cook, Sam Flynn, Sateesh Nori
  • Demo: ​​Inclusive AI design for justice in low-literacy environments, Avanti Durani and Shivani Sathe
  • Managing Administrative Law Cases using an Adaptable Model-driven Norm-enforcing Tool, Marten Steketee, Nina Verheijen and L. Thomas van Binsbergen
  • A Legal Advisor Bot Towards Access to Justice: Adam Kaczmarczyk, Tomer Libal and Aleksander Smywiński-Pohl
  • Electrified Apprenticeship: An AI Learning Platform for Law Clinics and Beyond: Brian Rhindress and Matt Samach

Session 4: NLP for access to justice

  • Demo: LIA: An AI-Powered Legal Information Assistant to Close the Access to Justice Gap, Scheree Gilchrist and Helen Hobson
  • Using Chat-GPT to Extract Principles of Law for the Sake of Prediction: an Exploration conducted on Italian Judgments concerning LGBT(QIA+) Rights, Marianna Molinari, Marinella Quaranta, Ilaria Angela Amantea and Guido Governatori
  • Legal Education and Knowledge Accessibility by Legal LLM, Sieh-Chuen Huang, Wei-Hsin Wang, Chih-Chuan Fan and Hsuan-Lei Shao
  • Evaluating Generative Language Models with Argument Attack Chains, Cor Steging, Silja Renooij and Bart Verheij

Session 5: Data quality, narratives, and safety issues

  • Potential Risks of Using Justice Tech within the Colombian Judicial System in a Rural Landscape, Maria Gamboa
  • Decoding the Docket: Machine Learning Approaches to Party Name Standardization, Logan Pratico
  • Demo: CLEO’s narrative generator prototype: Using GenAI to help unrepresented litigants tell their stories, Erik Bornmann
  • Analyzing Images of Legal Documents: Toward Multi-Modal LLMs for Access to Justice: Hannes Westermann and Jaromir Savelka
Categories
AI + Access to Justice Current Projects

Schedule for AI & A2J Jurix workshop

Our organizing committee was pleased to receive many excellent submissions for the AI & A2J Workshop at Jurix on December 18, 2023. We were able to select half of the submissions for acceptance, and we extended the half-day workshop to be a full-day workshop to accommodate the number of submissions.

We are pleased to announce our final schedule for the workshop:

Schedule for the AI & A2J Workshop

Morning Sessions

Welcome Kickoff, 09:00-09:15

Conference organizers welcome everyone, lead introductions, and review the day’s plan.

1: AI-A2J in Practice, 09:15-10:30 AM 

09:15-09:30: Juan David Gutierrez: AI technologies in the judiciary: Critical appraisal of LLMs in judicial decision making

09:30-09:45: Ransom Wydner, Sateesh Nori, Eliza Hong, Sam Flynn, and Ali Cook: AI in Access to Justice: Coalition-Building as Key to Practical and Sustainable Applications

09:45-10:00: Mariana Raquel Mendoza Benza: Insufficient transparency in the use of AI in the judiciary of Peru and Colombia: A challenge to digital transformation

10:00-10:15: Vanja Skoric, Giovanni Sileno, and Sennay Ghebreab: Leveraging public procurement for LLMs in the public sector: Enhancing access to justice responsibly

10:15-10:30: Soumya Kandukuri: Building the AI Flywheel in the American Judiciary

Break: 10:30-11:00 

2: AI for A2J Advice, Issue-Spotting, and Engagement Tasks, 11:00-12:30 

11:00: Opening remarks to the session

11:05-11:20: Sam Harden: Rating the Responses to Legal Questions by Generative AI Models

11:20-11:35: Margaret Hagan: Good AI Legal Help, Bad AI Legal Help: Establishing quality standards for responses to people’s legal problem stories

11:35-11:50: Nick Goodson and Rongfei Lui: Intention and Context Elicitation with Large Language Models in the Legal Aid Intake Process

11:50-12:05: Nina Toivonen, Marika Salo-Lahti, Mikko Ranta, and Helena Haapio, Beyond Debt: The Intersection of Justice, Financial Wellbeing and AI

12:05-12:15: Amit Haim: Large Language Models and Legal Advice12:15-12:30: General Discussions, Takeaways, and Next Steps on AI for Advice

Break: 12:30-13:30

Afternoon Sessions

3: AI for Forms, Contracts &  Dispute Resolution, 13:30-15:00 

13:30: Opening remarks to this session13:35-13:50: Quinten Steenhuis, David Colarusso, and Bryce Wiley: Weaving Pathways for Justice with GPT: LLM-driven automated drafting of interactive legal applications

13:50-14:05: Katie Atkinson, David Bareham, Trevor Bench-Capon, Jon Collenette, and Jack Mumford: Tackling the Backlog: Support for Completing and Validating Forms

14:05-14:20: Anne Ketola, Helena Haapio, and Robert de Rooy: Chattable Contracts: AI Driven Access to Justice

14:20-14:30: Nishat Hyder-Rahman and Marco Giacalone: The role of generative AI in increasing access to justice in family (patrimonial) law

14:30-15:00: General Discussions, Takeaways, and Next Steps on AI for Forms & Dispute Resolution

Break: 15:00-15:30

4:  AI-A2J Technical Developments, 15:30-16:30

15:30: welcome to session
15:35-15:50: Marco Billi, Alessandro Parenti, Giuseppe Pisano, and Marco Sanchi: A hybrid approach of accessible legal reasoning through large language models
15:50-16:05: Bartosz Krupa – Polish BERT legal language model
16:05-16:20: Jakub Dråpal – Understanding Criminal Courts
16:20-16:30: General Discussion on Technical Developments in AI & A2J

Closing Discussion: 16:30-17:00

What are the connections between the sessions? What next steps do participants think will be useful? What new research questions and efforts might emerge from today?

Categories
AI + Access to Justice Current Projects

Call for papers to the JURIX workshop on AI & Access to Justice

At the December 2023 JURIX conference on Legal Knowledge and Information Systems, there is an academic workshop on AI and Access to Justice.

There is an open call for submissions to the workshop. There is an extension to the deadline, which is now November 20, 2023. We encourage academics, practitioners, and others interested in the field to submit a paper for the workshop or consider attending.

The workshop will be on December 18, 2023 in Maastricht, Netherlands (with possible hybrid participation available).

See more about the conference at the main JURIX 23 website.

About the AI & A2J workshop

This workshop will bring together lawyers, computer scientists, and social science researchers to discuss their findings and proposals around how AI might be used to improve access to justice, as well as how to hold AI models accountable for the public good.

Why this workshop? As more of the public learns about AI, there is the potential that more people will use AI tools to understand their legal problems, seek assistance, and navigate the justice system. There is also more interest (and suspicion) by justice professionals about how large language models might affect services, efficiency, and outreach around legal help. The workshop will be an opportunity for an interdisciplinary group of researchers to shape a research agenda, establish partnerships, and share early findings about what opportunities and risks exist in the AI/Access to Justice domain — and how new efforts and research might contribute to improving the justice system through technology.

What is Access to Justice? Access to justice (A2J) goals center around making the civil justice system more equitable, accessible, empowering, and responsive for people who are struggling with issues around housing, family, workplace, money, and personal security. Specific A2J goals may include increasing people’s legal capability and understanding; their ability to navigate formal and informal justice processes; their ability to do legal tasks around paperwork, prediction, decision-making, and argumentation; and justice professionals’ ability to understand and reform the system to be more equitable, accessible, and responsive. How might AI contribute to these goals? And what are the risks when AI is more involved in the civil justice system?

At the JURIX AI & Access to Justice Workshop, we will explore new ideas, research efforts, frameworks, and proposals on these topics. By the end of the workshop, participants will be able to:

  • Identify the key challenges and opportunities for using AI to improve access to justice.
  • Identify the key challenges and opportunities of building new data sets, benchmarks, and research infrastructure for AI for access to justice.
  • Discuss the ethical and legal implications of using AI in the legal system, particularly for tasks related to people who cannot afford full legal representation.
  • Develop proposals for how to hold AI models accountable for the public good.

Format of the Workshop: The workshop will be conducted in a hybrid form and will consist of a mix of presentations, panel discussions, and breakout sessions. It will be a half-day session. Participants will have the opportunity to share their own work and learn from the expertise of others.

Organizers of the Workshop: Margaret Hagan (Stanford Legal Design Lab), Nora al-Haider (Stanford Legal Design Lab), Hannes Westermann (University of Montreal), Jaromir Savelka (Carnegie Mellon University), Quinten Steenhuis (Suffolk LIT Lab).

Are you generally interested in AI & Access to Justice? Sign up for our Stanford Legal Design Lab AI-A2J interest list to stay in touch.

Submit a paper to the AI & A2J Workshop

We welcome submissions of 4-12 pages (using the IOS formatting guidelines). A selection will be made on the basis of workshop-level reviewing focusing on overall quality, relevance, and diversity.

Workshop submissions may be about the topics described above, including:

  • findings of research about how AI is affecting access to justice,
  • evaluation of AI models and tools intended to benefit access to justice,
  • outcomes of new interventions intended to deploy AI for access to justice,
  • proposals of future work to use AI or hold AI initiatives accountable,
  • principles & frameworks to guide work in this area, or
  • other topics related to AI & access to justice

Deadline extended to November 20, 2023

Submission Link: Submit your 4-12 page paper here: https://easychair.org/my/conference?conf=jurixaia2j

Notification: November 28, 2023

Workshop: December 18, 2023 (with the possibility of hybrid participation) in Maastricht, Netherlands

More about the JURIX Conference

The Foundation for Legal Knowledge Based Systems (JURIX) is an organization of researchers in the field of Law and Computer Science in the Netherlands and Flanders. Since 1988, JURIX has held annual international conferences on Legal Knowledge and Information Systems.

This year, JURIX conference on Legal Knowledge and Information Systems will be hosted in Maastricht, the Netherlands. It will take place on December 18-20, 2023.

The proceedings of the conferences will be published in the Frontiers of Artificial Intelligence and Applications series of IOS Press. JURIX follows the Golden Standard and provides one of the best dissemination platforms in AI & law.