Explainable Text Classification in Legal Document Review A Case Study of Explainable Predictive Coding. - Rishi Chhatwal; Peter Gronvall; Nathaniel Huber-Fliflet; Robert Keeling; Jianping Zhang 003; Haozhen Zhao (IEEE BigData, 2018)

An Empirical Study of the Application of Machine Learning and Keyword Terms Methodologies to Privilege-Document Review Projects in Legal Matters. - Peter Gronvall; Nathaniel Huber-Fliflet; Jianping Zhang 003; Robert Keeling; Robert Neary; Haozhen Zhao (IEEE BigData, 2018)

A Framework for Explainable Text Classification in Legal Document Review. - Christian J. Mahoney; Jianping Zhang 003; Nathaniel Huber-Fliflet; Peter Gronvall; Haozhen Zhao (IEEE BigData, 2019)

Evaluation of Seed Set Selection Approaches and Active Learning Strategies in Predictive Coding. - Christian J. Mahoney; Nathaniel Huber-Fliflet; Haozhen Zhao; Jianping Zhang 003; Peter Gronvall; Shi Ye 002 (LegalAIIA@ICAIL, 2019)

CNN Application in Detection of Privileged Documents in Legal Document Review. - Rishi Chhatwal; Robert Keeling; Peter Gronvall; Nathaniel Huber-Fliflet; Jianping Zhang 003; Haozhen Zhao (IEEE BigData, 2020)

Integration of Rule-Based Reasoning and Transfer Learning in Legal Document Review. - Robert Keeling; Ava Guo; Peter Gronvall; Nathaniel Huber-Fliflet; Jianping Zhang 003 (IEEE Big Data, 2022)

Explainable Text Classification Techniques in Legal Document Review: Locating Rationales without Using Human Annotated Training Text Snippets. - Christian J. Mahoney; Peter Gronvall; Nathaniel Huber-Fliflet; Jianping Zhang 003 (IEEE Big Data, 2022)

Explainable Text Classification for Legal Document Review in Construction Delay Disputes. - Nathaniel Huber-Fliflet; Jianping Zhang 003; Peter Gronvall; Fusheng Wei; Philip Spinelli; Adam Dabrowski; Jingchao Yang (IEEE Big Data, 2023)

Exploring Approaches to Optimize the Performance of Predictive Coding on Multilanguage Data Sets. - Christian J. Mahoney; Nathaniel Huber-Fliflet; Peter Gronvall; Chris Clark; Jianping Zhang 003; Fusheng Wei; Qiang Mao (IEEE Big Data, 2023)

Experimental Study of In-Context Learning for Text Classification and Its Application to Legal Document Review in Construction Delay Disputes. - Nathaniel Huber-Fliflet; Jianping Zhang 003; Peter Gronvall; Fusheng Wei; Philip Spinelli (IEEE Big Data, 2024)