Orna Raz

According to our database, Orna Raz authored at least 35 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations.

Swapnaja Achintalwar, Ioana Baldini, Djallel Bouneffouf, Joan Byamugisha, Maria Chang, Pierre L. Dognin, Eitan Farchi, Ndivhuwo Makondo, Aleksandra Mojsilovic, Manish Nagireddy, Karthikeyan Natesan Ramamurthy, Inkit Padhi, Orna Raz, Jesus Rios, Prasanna Sattigeri, Moninder Singh, Siphiwe Thwala, Rosario A. Uceda-Sosa, Kush R. Varshney

CoRR, 2024

Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations.

Swapnaja Achintalwar, Adriana Alvarado Garcia, Ateret Anaby-Tavor, Ioana Baldini, Sara E. Berger, Bishwaranjan Bhattacharjee, Djallel Bouneffouf, Subhajit Chaudhury, Pin-Yu Chen, Lamogha Chiazor, Elizabeth M. Daly, Rogério Abreu de Paula, Pierre L. Dognin, Eitan Farchi, Soumya Ghosh, Michael Hind, Raya Horesh, George Kour, Ja Young Lee, Erik Miehling, Keerthiram Murugesan, Manish Nagireddy, Inkit Padhi, David Piorkowski, Ambrish Rawat, Orna Raz, Prasanna Sattigeri, Hendrik Strobelt, Sarathkrishna Swaminathan, Christoph Tillmann, Aashka Trivedi, Kush R. Varshney, Dennis Wei, Shalisha Witherspoon, Marcel Zalmanovici

CoRR, 2024

2023

Unveiling Safety Vulnerabilities of Large Language Models.

George Kour, Marcel Zalmanovici, Naama Zwerdling, Esther Goldbraich, Ora Nova Fandina, Ateret Anaby-Tavor, Orna Raz, Eitan Farchi

CoRR, 2023

Predicting Question-Answering Performance of Large Language Models through Semantic Consistency.

Ella Rabinovich, Samuel Ackerman, Orna Raz, Eitan Farchi, Ateret Anaby-Tavor

CoRR, 2023

Automatic Generation of Attention Rules For Containment of Machine Learning Model Errors.

Samuel Ackerman, Axel Bendavid, Eitan Farchi, Orna Raz

CoRR, 2023

2022

Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora.

George Kour, Samuel Ackerman, Orna Raz, Eitan Farchi, Boaz Carmeli, Ateret Anaby-Tavor

CoRR, 2022

High-quality Conversational Systems.

Samuel Ackerman, Ateret Anaby-Tavor, Eitan Farchi, Esther Goldbraich, George Kour, Ella Rabinovich, Orna Raz, Saritha Route, Marcel Zalmanovici, Naama Zwerdling

CoRR, 2022

Experiment Based Crafting and Analyzing of Machine Learning Solutions.

Samuel Ackerman, Eitan Farchi, Orna Raz, Onn Shehory

CoRR, 2022

2021

Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights Generation.

George Kour, Marcel Zalmanovici, Orna Raz, Samuel Ackerman, Ateret Anaby-Tavor

CoRR, 2021

Automatically detecting data drift in machine learning classifiers.

Samuel Ackerman, Orna Raz, Marcel Zalmanovici, Aviad Zlotnick

CoRR, 2021

Detecting model drift using polynomial relations.

Eliran Roffe, Samuel Ackerman, Orna Raz, Eitan Farchi

CoRR, 2021

Density-based interpretable hypercube region partitioning for mixed numeric and categorical data.

Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Maya Zohar

CoRR, 2021

FreaAI: Automated extraction of data slices to test machine learning models.

Samuel Ackerman, Orna Raz, Marcel Zalmanovici

CoRR, 2021

Machine Learning Model Drift Detection Via Weak Data Slices.

Samuel Ackerman, Parijat Dube, Eitan Farchi, Orna Raz, Marcel Zalmanovici

Proceedings of the 3rd IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, 2021

2020

Detection of data drift and outliers affecting machine learning model performance over time.

Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Parijat Dube

CoRR, 2020

2019

Bridging the gap between ML solutions and their business requirements using feature interactions.

Guy Barash, Eitan Farchi, Ilan Jayaraman, Orna Raz, Rachel Tzoref-Brill, Marcel Zalmanovici

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Governance and Regulations Implications on Machine Learning (Brief Announcement).

Sima Nadler, Orna Raz, Marcel Zalmanovici

Proceedings of the Cyber Security Cryptography and Machine Learning, 2019

2018

Proactive and pervasive combinatorial testing.

Dale Blue, Orna Raz, Rachel Tzoref-Brill, Paul A. Wojciak, Marcel Zalmanovici

Proceedings of the 40th International Conference on Software Engineering: Software Engineering in Practice, 2018

Optimizing Hierarchical Classification with Adaptive Node Collapses.

Sujan Perera, Orna Raz, Ramani Routray, Shenghua Bao, Marcel Zalmanovici

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2016

Cluster-based test suite functional analysis.

Marcel Zalmanovici, Orna Raz, Rachel Tzoref-Brill

Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2016

2013

Testing of data-centric and event-based dynamic service compositions.

Waldemar Hummer, Orna Raz, Onn Shehory, Philipp Leitner, Schahram Dustdar

Softw. Test. Verification Reliab., 2013

2012

Reducing Costs While Increasing Quality.

Orna Raz

Proceedings of the Hardware and Software: Verification and Testing, 2012

2011

Test Coverage of Data-Centric Dynamic Compositions in Service-Based Systems.

Waldemar Hummer, Orna Raz, Onn Shehory, Philipp Leitner, Schahram Dustdar

Proceedings of the Fourth IEEE International Conference on Software Testing, 2011

Towards efficient measuring of web services API coverage.

Waldemar Hummer, Orna Raz, Schahram Dustdar

Proceedings of the 3rd International Workshop on Principles of Engineering Service-Oriented Systems, 2011

Code coverage analysis in practice for large systems.

Yoram Adler, Noam Behar, Orna Raz, Onn Shehory, Nadav Steindler, Shmuel Ur, Aviad Zlotnick

Proceedings of the 33rd International Conference on Software Engineering, 2011

2009

Hardware-less testing for RAS software.

Aviad Zlotnick, Orna Raz

Proceedings of of SYSTOR 2009: The Israeli Experimental Systems Conference 2009, 2009

Advanced code coverage analysis using substring holes.

Yoram Adler, Eitan Farchi, Moshe Klausner, Dan Pelleg, Orna Raz, Moran Shochat, Shmuel Ur, Aviad Zlotnick

Proceedings of the Eighteenth International Symposium on Software Testing and Analysis, 2009

Automated substring hole analysis.

Yoram Adler, Eitan Farchi, Moshe Klausner, Dan Pelleg, Orna Raz, Moran Shochat, Shmuel Ur, Aviad Zlotnick

Proceedings of the 31st International Conference on Software Engineering, 2009

2008

SeeCode - A Code Review Plug-in for Eclipse.

Moran Shochat, Orna Raz, Eitan Farchi

Proceedings of the Hardware and Software: Verification and Testing, 2008

2007

The Advantages of Post-Link Code Coverage.

Orna Raz, Moshe Klausner, Nitzan Peleg, Gadi Haber, Eitan Farchi, Shachar Fienblit, Yakov S. Filiarsky, Shay Gammer, Sergey Novikov

Proceedings of the Hardware and Software: Verification and Testing, 2007

2004

Automated Assistance for Eliciting User Expectations.

Orna Raz, Rebecca B. Buchheit, Mary Shaw, Philip Koopman, Christos Faloutsos

Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), 2004

2002

Enabling automatic adaptation in systems with under-specified elements.

Orna Raz, Philip Koopman, Mary Shaw

Proceedings of the First Workshop on Self-Healing Systems, 2002

Semantic anomaly detection in online data sources.

Orna Raz, Philip Koopman, Mary Shaw

Proceedings of the 24th International Conference on Software Engineering, 2002

Research abstract for semantic detection in dynamic data feeds with incomplete specifications.

Orna Raz

Proceedings of the 24th International Conference on Software Engineering, 2002

2000

An Approach to Preserving Sufficient Correctness in Open Resource Coalitions.

Orna Raz, Mary Shaw

Proceedings of the 10th International Workshop on Software Specification and Design, 2000