DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance.

Nurit Cohen-Inger Seffi Cohen Nurit Cohen-Inger Niv Goldshlager Bracha Shapira Lior Rokach DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance. EACL (Findings) 2026 5326-5336 conf/eacl/2026f https://doi.org/10.18653/v1/2026.findings-eacl.282 https://aclanthology.org/2026.findings-eacl.282/ db/conf/eacl/eacl2026f.html#CohenCGSR26 streams/conf/eacl

Yanki Margalit Erni Avram Ran Taig Oded Margalit Nurit Cohen-Inger PeerRank: Autonomous LLM Evaluation Through Web-Grounded, Bias-Controlled Peer Review. 2026 February abs/2602.02589 CoRR https://doi.org/10.48550/arXiv.2602.02589 db/journals/corr/corr2602.html#abs-2602-02589 streams/journals/corr

Nurit Cohen-Inger Roei Zaady Adir Solomon Lior Rokach Bracha Shapira DiFair-LLM: Evaluating Fairness Disparities in LLMs Toward Demographic Groups. 1027-1034 2025 ECAI https://doi.org/10.3233/FAIA250911 conf/ecai/2025 db/conf/ecai/ecai2025.html#Cohen-IngerZSRS25 Nurit Cohen-Inger Yehonatan Elisha Bracha Shapira Lior Rokach Seffi Cohen Forget What You Know about LLMs Evaluations - LLMs are Like a Chameleon. 21664-21677 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.1098 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#CohenIngerESRC25 streams/conf/emnlp

Nurit Cohen-Inger Seffi Cohen Neomi Rabaev Lior Rokach Bracha Shapira BiasGuard: Guardrailing Fairness in Machine Learning Production Systems. 2025 January abs/2501.04142 CoRR https://doi.org/10.48550/arXiv.2501.04142 db/journals/corr/corr2501.html#abs-2501-04142 streams/journals/corr

Nurit Cohen-Inger Lior Rokach Bracha Shapira Seffi Cohen FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification. 2025 January abs/2501.08155 CoRR https://doi.org/10.48550/arXiv.2501.08155 db/journals/corr/corr2501.html#abs-2501-08155 streams/journals/corr

Seffi Cohen Niv Goldshlager Nurit Cohen-Inger Bracha Shapira Lior Rokach DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance. 2025 January abs/2501.17479 CoRR https://doi.org/10.48550/arXiv.2501.17479 db/journals/corr/corr2501.html#abs-2501-17479 streams/journals/corr

Nurit Cohen-Inger Yehonatan Elisha Bracha Shapira Lior Rokach Seffi Cohen Forget What You Know about LLMs Evaluations - LLMs are Like a Chameleon. 2025 February abs/2502.07445 CoRR https://doi.org/10.48550/arXiv.2502.07445 db/journals/corr/corr2502.html#abs-2502-07445 streams/journals/corr

Seffi Cohen Nurit Cohen-Inger Lior Rokach BagStacking: An Integrated Ensemble Learning Approach for Freezing of Gait Detection in Parkinson's Disease. 822 2024 15 Inf. 12 https://doi.org/10.3390/info15120822 db/journals/information/information15.html#CohenCR24 streams/journals/information

Nurit Cohen-Inger Guy Rozenblatt Seffi Cohen Lior Rokach Bracha Shapira FairUS - UpSampling Optimized Method for Boosting Fairness. 962-970 2024 ECAI https://doi.org/10.3233/FAIA240585 conf/ecai/2024 db/conf/ecai/ecai2024.html#Cohen-IngerRCRS24

Seffi Cohen Noa Dagan Nurit Cohen-Inger Dan Ofer Lior Rokach ICU Survival Prediction Incorporating Test-Time Augmentation to Improve the Accuracy of Ensemble-Based Models. 91584-91592 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3091622 db/journals/access/access9.html#CohenDCOR21

Erni Avram Seffi Cohen Noa Dagan Yehonatan Elisha Niv Goldshlager Oded Margalit Yanki Margalit Dan Ofer Neomi Rabaev Lior Rokach Guy Rozenblatt Bracha Shapira Adir Solomon Ran Taig Roei Zaady