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19th ICAIL 2023: Braga, Portugal
- Matthias Grabmair, Francisco Andrade, Paulo Novais:
Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, ICAIL 2023, Braga, Portugal, June 19-23, 2023. ACM 2023
Full Papers
- Michal Araszkiewicz
, Enrico Francesconi
, Tomasz Zurek
:
Identification of Legislative Errors. 2-11 - Katie Atkinson
, Trevor J. M. Bench-Capon
:
ANGELIC II: An Improved Methodology for Representing Legal Domain Knowledge. 12-21 - Andrew Blair-Stanek
, Nils Holzenberger
, Benjamin Van Durme
:
Can GPT-3 Perform Statutory Reasoning? 22-31 - Joseph A. Blass
, Kenneth D. Forbus
:
Analogical Reasoning, Generalization, and Rule Learning for Common Law Reasoning. 32-41 - Tobias Brugger
, Matthias Stürmer
, Joel Niklaus
:
MultiLegalSBD: A Multilingual Legal Sentence Boundary Detection Dataset. 42-51 - Seth J. Chandler
, Emily A. Muenster
, Daniel Lichtblau
:
Who really wrote Martin v. Hunter's Lessee?: Applying a machine learning ensemble to uncover a Chief Justice's unethical behavior. 62-70 - Andong Chen
, Feng Yao
, Xinyan Zhao
, Yating Zhang
, Changlong Sun
, Yun Liu
, Weixing Shen
:
EQUALS: A Real-world Dataset for Legal Question Answering via Reading Chinese Laws. 71-80 - Peter Fratric
, Mostafa Mohajeri Parizi
, Giovanni Sileno
, Tom M. van Engers
, Sander Klous
:
Do agents dream of abiding by the rules?: Learning norms via behavioral exploration and sparse human supervision. 81-90 - Guido Governatori
, Antonino Rotolo
:
Deontic Ambiguities in Legal Reasoning. 91-100 - Morgan A. Gray
, Jaromír Savelka
, Wesley M. Oliver
, Kevin D. Ashley
:
Automatic Identification and Empirical Analysis of Legally Relevant Factors. 101-110 - Eliya Habba
, Renana Keydar
, Dan Bareket
, Gabriel Stanovsky
:
The Perfect Victim: Computational Analysis of Judicial Attitudes towards Victims of Sexual Violence. 111-120 - Joris Hulstijn
:
Computational Accountability. 121-130 - David D. Lewis
, Lenora Gray
, Mark Noel
:
Confidence Sequences for Evaluating One-Phase Technology-Assisted Review. 131-140 - Zehua Li
, Neel Guha
, Julian Nyarko
:
Don't Use a Cannon to Kill a Fly: An Efficient Cascading Pipeline for Long Documents. 141-147 - Daniele Licari
, Praveen Bushipaka
, Gabriele Marino
, Giovanni Comandé
, Tommaso Cucinotta
:
Legal Holding Extraction from Italian Case Documents using Italian-LEGAL-BERT Text Summarization. 148-156 - Ruta Liepina
, Adam Z. Wyner
, Giovanni Sartor
, Francesca Lagioia
:
Argumentation Schemes for Legal Presumption of Causality. 157-166 - Jack Mumford
, Katie Atkinson
, Trevor J. M. Bench-Capon
:
Combining a Legal Knowledge Model with Machine Learning for Reasoning with Legal Cases. 167-176 - Daphne Odekerken
, Floris Bex
, Henry Prakken
:
Justification, stability and relevance for case-based reasoning with incomplete focus cases. 177-186 - Shounak Paul
, Arpan Mandal
, Pawan Goyal
, Saptarshi Ghosh
:
Pre-trained Language Models for the Legal Domain: A Case Study on Indian Law. 187-196 - Sachin Pawar
, Basit Ali
, Girish K. Palshikar
, Ramandeep Singh
, Dhirendra Singh
:
Extraction and Classification of Statute Facets using Few-shot Learning. 197-206 - Joeri G. T. Peters
, Floris J. Bex
, Henry Prakken
:
Model- and data-agnostic justifications with A Fortiori Case-Based Argumentation. 207-216 - Sebastiano Antonio Piccolo
, Panagiota Katsikouli
, Thomas Gammeltoft-Hansen
, Tijs Slaats
:
On predicting and explaining asylum adjudication. 217-226 - Henry Prakken
, Giovanni Sartor
:
A Formal Framework for Combining Legal Reasoning Methods. 227-236 - Júlia Riera
, David Solans
, Marzieh Karimi-Haghighi
, Carlos Castillo
, Caterina Calsamiglia
:
Gender Disparities in Child Custody Sentencing in Spain: a Data Driven Analysis. 237-246 - Piera Santin
, Giulia Grundler
, Andrea Galassi
, Federico Galli
, Francesca Lagioia
, Elena Palmieri
, Federico Ruggeri
, Giovanni Sartor
, Paolo Torroni
:
Argumentation Structure Prediction in CJEU Decisions on Fiscal State Aid. 247-256 - Miriam Schirmer
, Isaac Misael Olguín Nolasco
, Edoardo Mosca
, Shanshan Xu
, Jürgen Pfeffer
:
Uncovering Trauma in Genocide Tribunals: An NLP Approach Using the Genocide Transcript Corpus. 257-266 - Sergio Servantez
, Nedim Lipka
, Alexa F. Siu
, Milan Aggarwal
, Balaji Krishnamurthy
, Aparna Garimella
, Kristian J. Hammond
, Rajiv Jain
:
Computable Contracts by Extracting Obligation Logic Graphs. 267-276 - Emiel Steegh
, Giovanni Sileno
:
No Labels?: No Problem! Experiments with active learning strategies for multi-class classification in imbalanced low-resource settings. 277-286 - Quinten Steenhuis
, Bryce Willey
, David Colarusso
:
Beyond Readability with RateMyPDF: A Combined Rule-based and Machine Learning Approach to Improving Court Forms. 287-296 - Kalliopi Terzidou
:
Automated Anonymization of Court Decisions: Facilitating the Publication of Court Decisions through Algorithmic Systems. 297-305 - Mehmet Bilal Ünver
:
Rebuilding 'ethics' to govern AI: How to re-set the boundaries for the legal sector? 306-315 - Romy A. N. van Drie
, Maaike H. T. de Boer
, Roos M. Bakker
, Ioannis Tolios
, Daan Vos
:
The Dutch Law as a Semantic Role Labeling Dataset. 316-322 - Ludi van Leeuwen
, Bart Verheij
, Rineke Verbrugge
, Silja Renooij
:
Using Agent-Based Simulations to Evaluate Bayesian Networks for Criminal Scenarios. 323-332 - Wijnand van Woerkom
, Davide Grossi
, Henry Prakken
, Bart Verheij
:
Hierarchical Precedential Constraint. 333-342 - Thomas Vandamme
, Julien Cabay
, Olivier Debeir
:
A Quantitative Evaluation of Trademark Search Engines' Performances through Large-Scale Statistical Analysis. 343-350 - Hannes Westermann
, Karim Benyekhlef
:
JusticeBot: A Methodology for Building Augmented Intelligence Tools for Laypeople to Increase Access to Justice. 351-360 - Tianwen Xu
, Fengkui Ju
:
Multi-agent logic for reasoning about duties and powers in private law. 361-370 - Gechuan Zhang
, Paul Nulty
, David Lillis
:
Argument Mining with Graph Representation Learning. 371-380
Short Papers
- Gregor Behnke
, Niklas Wais
:
On the Semantic Difference of Judicial and Standard Language. 382-386 - Trevor J. M. Bench-Capon
:
Whatever Happened to Hypotheticals? 387-391 - Harshil Darji
, Jelena Mitrovic
, Michael Granitzer
:
A Dataset of German Legal Reference Annotations. 392-396 - Max Fuchs
, Amit Jadhav
, Advaith Jaishankar
, Caroline Cauffman
, Gerasimos Spanakis
:
"What's wrong with this product?": Detection of product safety issues based on information consumers share online. 397-401 - Amit Haim
, Aniket Kesari
:
Image Analysis Approach to Trademark Congestion and Depletion. 402-406 - Amit Haim
:
Binding Language in Administrative Guidance Documents. 407-411 - Lars Hillebrand
, Maren Pielka
, David Leonhard
, Tobias Deußer
, Tim Dilmaghani Khameneh
, Bernd Kliem
, Rüdiger Loitz
, Milad Morad
, Christian Temath
, Thiago Bell
, Robin Stenzel
, Rafet Sifa
:
sustain.AI: a Recommender System to analyze Sustainability Reports. 412-416 - Cong Jiang
, Xiaolei Yang
:
Legal Syllogism Prompting: Teaching Large Language Models for Legal Judgment Prediction. 417-421 - Shao-Man Lee
, Yu-Hsiang Tan
, Han-Ting Yu
:
LeArNER: Few-shot Legal Argument Named Entity Recognition. 422-426 - Megan Ma
, Brandon Waldon
, Julian Nyarko
:
Conceptual Questions in Developing Expert-Annotated Data. 427-431 - Paulus N. Meessen
:
On Normative Arrows and Comparing Tax Automation Systems. 432-436 - Huyen Nguyen
, Junhua Ding
:
Keyword-based Augmentation Method to Enhance Abstractive Summarization for Legal Documents. 437-441 - Aileen Nielsen
, Stavroula Skylaki
, Milda Norkute
, Alexander Stremitzer
:
Effects of XAI on Legal Process. 442-446 - Jaromír Savelka
:
Unlocking Practical Applications in Legal Domain: Evaluation of GPT for Zero-Shot Semantic Annotation of Legal Texts. 447-451 - Bhoomeendra Singh Sisodiya
, Narendra Babu Unnam
, P. Krishna Reddy
, Apala Das
, K. V. K. Santhy
, V. Balakista Reddy
:
Analysing the Resourcefulness of the Paragraph for Precedence Retrieval. 452-456 - Bianca Steffes
, Piotr Rataj
, Luise Burger
, Lukas Roth
:
On evaluating legal summaries with ROUGE. 457-461 - May Myo Zin
, Ha-Thanh Nguyen
, Ken Satoh
, Saku Sugawara
, Fumihito Nishino
:
Improving Translation of Case Descriptions into Logical Fact Formulas using LegalCaseNER. 462-466
DEMONSTRATION SESSION: Demonstrations
- Frank Giaoui
, Luv Aggarwal
, Diego Lobo
, Joan Gondolo
, Philippe Lachkeur
, Satvik Jain
:
Applying NLLP and ML to Predict Damages as a Remedy for Contract Breach. 468-469
Competition Report Papers
- Randy Goebel
, Yoshinobu Kano
, Mi-Young Kim
, Juliano Rabelo
, Ken Satoh
, Masaharu Yoshioka
:
Summary of the Competition on Legal Information, Extraction/Entailment (COLIEE) 2023. 472-480
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