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Peter Gronvall
Peter Gronvall
Ankura / Georgetown University Law Center / Yale Law School
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A framework for explainable text classification in legal document review
CJ Mahoney, J Zhang, N Huber-Fliflet, P Gronvall, H Zhao
2019 IEEE International Conference on Big Data (Big Data), 1858-1867, 2019
342019
Explainable text classification in legal document review a case study of explainable predictive coding
R Chhatwal, P Gronvall, N Huber-Fliflet, R Keeling, J Zhang, H Zhao
2018 IEEE international conference on big data (Big Data), 1905-1911, 2018
322018
Humans Against the Machines: Reaffirming the Superiority of Human Attorneys in Legal Document Review and Examining the Limitations of Algorithmic Approaches to Discovery
R Keeling, R Chhatwal, P Gronvall, N Huber-Fliflet
Rich. JL & Tech. 26, 1, 2019
112019
CNN application in detection of privileged documents in legal document review
R Chhatwal, R Keeling, P Gronvall, N Huber-Fliflet, J Zhang, H Zhao
2020 IEEE international conference on big data (big data), 1485-1492, 2020
92020
An Empirical Study of the Application of Machine Learning and Keyword Terms Methodologies to Privilege-Document Review Projects in Legal Matters
P Gronvall, N Huber-Fliflet, J Zhang, R Keeling, R Neary, H Zhao
2018 IEEE International Conference on Big Data (Big Data), 3282-3291, 2018
52018
Evaluation of Seed Set Selection Approaches and Active Learning Strategies in Predictive Coding
CJ Mahoney, N Huber-Fliflet, H Zhao, J Zhang, P Gronvall, S Ye
arXiv preprint arXiv:1906.04367, 2019
32019
Explainable Text Classification for Legal Document Review in Construction Delay Disputes
N Huber-Fliflet, J Zhang, P Gronvall, F Wei, P Spinelli, A Dabrowski, ...
2023 IEEE International Conference on Big Data (BigData), 1928-1933, 2023
22023
Explainable Text Classification Techniques in Legal Document Review: Locating Rationales without Using Human Annotated Training Text Snippets
C Mahoney, P Gronvall, N Huber-Fliflet, J Zhang
2022 IEEE International Conference on Big Data (Big Data), 2044-2051, 2022
22022
Integration of Rule-Based Reasoning and Transfer Learning in Legal Document Review
R Keeling, A Guo, P Gronvall, N Huber-Fliflet, J Zhang
2022 IEEE International Conference on Big Data (Big Data), 2279-2284, 2022
12022
Humans against the Machines: Still Reaffirming the Superiority of Human Attorneys in Legal Document Review
R Keeling, R Chhatwal, P Gronvall, N Huber-Fliflet
Rich. JL & Tech. 27, 1, 2020
12020
Exploring Approaches to Optimize the Performance of Predictive Coding on Multilanguage Data Sets
CJ Mahoney, N Huber-Fliflet, P Gronvall, C Clark, J Zhang, F Wei, Q Mao
2023 IEEE International Conference on Big Data (BigData), 1774-1781, 2023
2023
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