Vern R. Walker

Affiliations:
  • Hofstra University, NY, USA


According to our database1, Vern R. Walker authored at least 21 papers between 2001 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Toward Implementation Science: A Case Study Using LA-MPS to Research Argument Elements at Scale.
Proceedings of the 6th Workshop on Automated Semantic Analysis of Information in Legal Text co-located with the 19th International Conference on Artificial Intelligence and Law (ICAIL 2023), 2023

2022
Data-Centric Machine Learning in the Legal Domain.
CoRR, 2022

Toward an Intelligent Tutoring System for Argument Mining in Legal Texts.
Proceedings of the Legal Knowledge and Information Systems, 2022

2021
Data-Centric Machine Learning: Improving Model Performance and Understanding Through Dataset Analysis.
Proceedings of the Legal Knowledge and Information Systems, 2021

2020
Sentence Embeddings and High-Speed Similarity Search for Fast Computer Assisted Annotation of Legal Documents.
Proceedings of the Legal Knowledge and Information Systems, 2020

Automating the Classification of Finding Sentences for Linguistic Polarity.
Proceedings of the Fourth Workshop on Automated Semantic Analysis of Information in Legal Text held online in conjunction with the 33rd International Conference on Legal Knowledge and Information Systems, 2020

2019
Computer-Assisted Creation of Boolean Search Rules for Text Classification in the Legal Domain.
Proceedings of the Legal Knowledge and Information Systems, 2019

Using Factors to Predict and Analyze Landlord-Tenant Decisions to Increase Access to Justice.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Law, 2019

Automatic Classification of Rhetorical Roles for Sentences: Comparing Rule-Based Scripts with Machine Learning.
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), 2019

2018
Evidence Types, Credibility Factors, and Patterns or Soft Rules for Weighing Conflicting Evidence: Argument Mining in the Context of Legal Rules Governing Evidence Assessment.
Proceedings of the 5th Workshop on Argument Mining, 2018

2017
Semantic Types for Decomposing Evidence Assessment in Decisions on Veterans' Disability Claims for PTSD.
Proceedings of the Second Workshop on Automated Semantic Analysis of Information in Legal Texts co-located with the 16th International Conference on Artificial Intelligence and Law (ICAIL 2017), 2017

Semantic types for computational legal reasoning: propositional connectives and sentence roles in the veterans' claims dataset.
Proceedings of the 16th edition of the International Conference on Artificial Intelligence and Law, 2017

2015
Introducing LUIMA: an experiment in legal conceptual retrieval of vaccine injury decisions using a UIMA type system and tools.
Proceedings of the 15th International Conference on Artificial Intelligence and Law, 2015

Representing the Logic of Statutory Rules in the United States.
Proceedings of the Logic in the Theory and Practice of Lawmaking, 2015

2014
Annotating Patterns of Reasoning about Medical Theories of Causation in Vaccine Cases: Toward a Type System for Arguments.
Proceedings of the First Workshop on Argument Mining, 2014

2013
From Information Retrieval (IR) to Argument Retrieval (AR) for Legal Cases: Report on a Baseline Study.
Proceedings of the Legal Knowledge and Information Systems, 2013

Toward constructing evidence-based legal arguments using legal decision documents and machine learning.
Proceedings of the International Conference on Artificial Intelligence and Law, 2013

2011
A framework for the extraction and modeling of fact-finding reasoning from legal decisions: lessons from the Vaccine/Injury Project Corpus.
Artif. Intell. Law, 2011

2009
Plausibility schemas: templates for legal factfinding.
Proceedings of the 12th International Conference on Artificial Intelligence and Law, 2009

2006
A Default-Logic Framework for Legal Reasoning in Multiagent Systems.
Proceedings of the Interaction and Emergent Phenomena in Societies of Agents, 2006

2001
Complexity, transparency, and the warranted use of formal systems in legal factfinding.
Artif. Intell. Law, 2001


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