Jianping Zhang

Affiliations:
  • Ankura Consulting Group, LLC, Data & Technology, Washington, D.C., USA
  • MITRE Corporation, McLean, VA, USA
  • AOL, Inc., Dulles, VA, USA
  • Utah State University, Department of Computer Science, Logan, UT, USA
  • University of Illinois at Urbana-Champaign, Department of Computer Science, Urbana, IL, USA (PhD 1990)


According to our database1, Jianping Zhang authored at least 21 papers between 1990 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2023
Empirical Study of LLM Fine-Tuning for Text Classification in Legal Document Review.
Proceedings of the IEEE International Conference on Big Data, 2023

Exploring Approaches to Optimize the Performance of Predictive Coding on Multilanguage Data Sets.
Proceedings of the IEEE International Conference on Big Data, 2023

Explainable Text Classification for Legal Document Review in Construction Delay Disputes.
Proceedings of the IEEE International Conference on Big Data, 2023

Exploring the Performance Impacts of Training Predictive Models with Inclusive Email Threads.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Explainable Text Classification Techniques in Legal Document Review: Locating Rationales without Using Human Annotated Training Text Snippets.
Proceedings of the IEEE International Conference on Big Data, 2022

Integration of Rule-Based Reasoning and Transfer Learning in Legal Document Review.
Proceedings of the IEEE International Conference on Big Data, 2022

2020
CNN Application in Detection of Privileged Documents in Legal Document Review.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Evaluation of Seed Set Selection Approaches and Active Learning Strategies in Predictive Coding.
Proceedings of the First Workshop on AI and Intelligent Assistance for Legal Professionals in the Digital Workplace (LegalAIIA 2019) the 17th International Conference on Artificial Intelligence and Law (ICAIL 2019), 2019

A Framework for Explainable Text Classification in Legal Document Review.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Empirical Comparisons of CNN with Other Learning Algorithms for Text Classification in Legal Document Review.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
An Empirical Study of the Application of Machine Learning and Keyword Terms Methodologies to Privilege-Document Review Projects in Legal Matters.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Explainable Text Classification in Legal Document Review A Case Study of Explainable Predictive Coding.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Empirical evaluations of active learning strategies in legal document review.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Empirical evaluations of preprocessing parameters' impact on predictive coding's effectiveness.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2006
Some current issues of streaming data mining.
Inf. Sci., 2006

Rule-Based Platform for Web User Profiling.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

1999
Searching the Web Using Synonyms and Senses.
Proceedings of WebNet 99, 1999

1994
A Data-Driven Approach to Feature Construction.
Proceedings of the Methodologies for Intelligent Systems, 8th International Symposium, 1994

1992
Selecting Typical Instances in Instance-Based Learning.
Proceedings of the Ninth International Workshop on Machine Learning (ML 1992), 1992

1990
Learning flexible concepts from examples: Employing the ideas of two-tiered concept representation
PhD thesis, 1990

A method that combines inductive learning with exemplar-based learning.
Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence, 1990


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