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 | 35 | 2019 |
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 | 34 | 2018 |
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 | 11 | 2019 |
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 | 9 | 2020 |
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 | 5 | 2018 |
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 | 3 | 2019 |
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 | 2 | 2023 |
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 | 2 | 2022 |
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 | 1 | 2022 |
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 | 1 | 2020 |
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 |