| 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 | 33 | 2018 |
| Empirical evaluations of preprocessing parameters' impact on predictive coding's effectiveness R Chhatwal, N Huber-Fliflet, R Keeling, J Zhang, H Zhao 2016 IEEE International Conference on Big Data (Big Data), 1394-1401, 2016 | 24 | 2016 |
| Empirical comparisons of CNN with other learning algorithms for text classification in legal document review R Keeling, R Chhatwal, N Huber-Fliflet, J Zhang, F Wei, H Zhao, Y Shi, ... 2019 IEEE International Conference on Big Data (Big Data), 2038-2042, 2019 | 23 | 2019 |
| Empirical evaluations of active learning strategies in legal document review R Chhatwal, N Huber-Fliflet, R Keeling, J Zhang, H Zhao 2017 IEEE International Conference on Big Data (Big Data), 1428-1437, 2017 | 23 | 2017 |
| Separating the Privileged Wheat from the Chaff-Using Text Analytics and Machine Learning to Protect Attorney-Client Privilege R Keeling, N Huber-Fliflet, J Zhang, RP Chhatwal Rich. JL & Tech. 25, 1, 2018 | 12 | 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 |
| Image Analytics for Legal Document Review: A Transfer Learning Approach N Huber-Fliflet, F Wei, H Zhao, H Qin, S Ye, A Tsang 2019 IEEE International Conference on Big Data (Big Data), 4325-4328, 2019 | 6 | 2019 |
| Using Machine Learning on Legal Matters: Paying Attention to the Data Behind the Curtain R Keeling, R Chhatwal, N Huber-Fliflet, J Zhang, H Zhao Hastings Sci. & Tech. LJ 11, 9, 2020 | 5 | 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 |
| Empirical Comparisons of CNN with Other Learning Algorithms for Text Classification in Legal Document Review N Huber-Fliflet, J Zhang, F Wei, Q Han, S Ye, H Zhao 2019 IEEE International Big Data Conference, 2019 | 2 | 2019 |
| Empirical Evaluations of Seed Set Selection Strategies for Predictive Coding CJ Mahoney, N Huber-Fliflet, K Jensen, H Zhao, R Neary, S Ye 2018 IEEE International Conference on Big Data (Big Data), 3292-3301, 2018 | 2 | 2018 |
| Empirical Study of LLM Fine-Tuning for Text Classification in Legal Document Review F Wei, R Keeling, N Huber-Fliflet, J Zhang, A Dabrowski, J Yang, Q Mao, ... 2023 IEEE International Conference on Big Data (BigData), 2786-2792, 2023 | 1 | 2023 |
| 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 |
Haozhen ZhaoAnkuraVerified email at ankura.com
