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ORCIDASAIL@ICAIL 2019: Montreal, QC, Canada
- Kevin D. Ashley, Katie Atkinson, Luther Karl Branting, Enrico Francesconi, Matthias Grabmair, Bernhard Waltl, Vern R. Walker, Adam Zachary Wyner:
Proceedings of the Third Workshop on Automated Semantic Analysis of Information in Legal Texts co-located with the 17th International Conference on Artificial Intelligence and Law (ICAIL 2019), Montreal, QC, Canada, June 21, 2019. CEUR Workshop Proceedings 2385, CEUR-WS.org 2019
Session 1: Capturing Legal Discourse
- Vern R. Walker, Krishnan Pillaipakkamnatt, Alexandra M. Davidson, Marysa Linares, Domenick J. Pesce:
Automatic Classification of Rhetorical Roles for Sentences: Comparing Rule-Based Scripts with Machine Learning. - Prakash Poudyal, Teresa Gonçalves, Paulo Quaresma
:
Using Clustering Techniques to Identify Arguments in Legal Documents. - Gathika Ratnayaka, Thejan Rupasinghe, Nisansa de Silva, Viraj Salaka Gamage, Menuka Warushavithana, Amal Shehan Perera:
Shift-of-Perspective Identification within Legal Cases.
Session 2: Reformulation & Segmentation
- Arunprasath Shankar, Venkata Nagaraju Buddarapu:
Legal Query Reformulation using Deep Learning. - Alex Lyte, Karl Branting:
Document Segmentation Labeling Techniques for Court Filings.
Session 3: Court Document Analysis
- Saurabh Chakravarty, Raja Venkata Satya Phanindra Chava, Edward A. Fox:
Dialog Acts Classification for Question-Answer Corpora. - Wai Yin Mok, Jonathan R. Mok:
Classification of Breach of Contract Court Decision Sentences.
Session 4: Analyzing Codification
- Ilaria Angela Amantea, Luigi Di Caro, Llio Humphreys, Rohan Nanda, Emilio Sulis:
Modelling Norm Types and their Inter-relationships in EU Directives. - Ruta Liepina, Giuseppe Contissa, Kasper Drazewski, Francesca Lagioia, Marco Lippi, Hans-Wolfgang Micklitz, Przemyslaw Palka, Giovanni Sartor, Paolo Torroni:
GDPR Privacy Policies in CLAUDETTE: Challenges of Omission, Context and Multilingualism.
Session 5: Unsupervised Methods on Legal Data
- Linyuan Tang, Kyo Kageura:
An Examination of the Validity of General Word Embedding Models for Processing Japanese Legal Texts. - Lukasz Górski:
Towards Legal Change Analysis: Clustering of Polish Civil Code Amendments.
Session 6: Machine Learning Method Challenges on Legal Data
- Venkata Nagaraju Buddarapu, Arunprasath Shankar:
Data Shift in Legal AI Systems.
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