Personal profile
Research interests
Machine Learning, Data Science, Recommender Systems, Explainable AI, Health Informatics, Personalization, Machine leaerning for Cyber
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Collaborations and top research areas from the last five years
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Blunder prediction in chess
Rokach, Y. & Shapira, B., 1 Feb 2026, In: Applied Intelligence. 56, 4, 92.Research output: Contribution to journal › Article › peer-review
Open Access -
DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance
Cohen, S., Cohen-Inger, N., Goldshlager, N., Shapira, B. & Rokach, L., 1 Jan 2026, 19th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2026. Association for Computational Linguistics (ACL), p. 5326-5336 11 p. (19th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Sequential Recommendation with Generative Intent Prediction Utilizing User Search-Behavior
Elovici, G., Shapira, B., Roitman, H. & Eshel, Y., 21 Feb 2026, WSDM 2026 - Proceedings of the 19th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 1135-1139 5 p. (WSDM 2026 - Proceedings of the 19th ACM International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Calibration and Discrimination Optimization Using Clusters of Learned Representation
Lavi, T., Shapira, B. & Rappoport, N., 22 Oct 2025, arXiv, 20 p.Research output: Working paper/Preprint › Preprint
Open Access2 Downloads (Pure) -
Converted Data is All You Need for Causal Optimization of e-Commerce Promotions
Goldenberg, D., Proença, H. M., Livne, A., Moraes, F., Albert, J. & Shapira, B., 10 Nov 2025, CIKM 2025 - Proceedings of the 34th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 5666-5673 8 p. (CIKM 2025 - Proceedings of the 34th ACM International Conference on Information and Knowledge Management).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Data Completion in E-commerce
Friedman, L. A., Lavee, G., Shapira, B. & Shmaryahu, D., 10 Mar 2025, Advances in Database Technology - EDBT. 3 ed. OpenProceedings.org, p. 1048-1056 9 p. (Advances in Database Technology - EDBT; vol. 28, no. 3).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
DiFair-LLM: Evaluating Fairness Disparities in LLMs Toward Demographic Groups
Cohen-Inger, N., Zaady, R., Solomon, A., Rokach, L. & Shapira, B., 21 Oct 2025, ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings. Lynce, I., Murano, N., Vallati, M., Villata, S., Chesani, F., Milano, M., Omicini, A. & Dastani, M. (eds.). IOS Press BV, p. 1027-1034 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 413).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Enhancing Data Annotation for Student Models: A Self-Training Approach with Large Language Models
Fuchs, G., Nus, A., Eshel, Y. & Shapira, B., 23 May 2025, WWW Companion 2025 - Companion Proceedings of the ACM Web Conference 2025. Association for Computing Machinery, Inc, p. 2706-2712 7 p. (WWW Companion 2025 - Companion Proceedings of the ACM Web Conference 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Forget What You Know about LLMs Evaluations - LLMs are Like a Chameleon
Cohen-Inger, N., Elisha, Y., Shapira, B., Rokach, L. & Cohen, S., 1 Jan 2025, EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (eds.). Association for Computational Linguistics (ACL), p. 21664-21677 14 p. (EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Forget What You Know about LLMs Evaluations -- LLMs are Like a Chameleon
Cohen-Inger, N., Elisha, Y., Shapira, B., Rokach, L. & Cohen, S., 11 Feb 2025.Research output: Working paper/Preprint › Preprint
Press/Media
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Ben-Gurion University of the Negev Reports Findings in Bioinformatics (Predicting drug characteristics using biomedical text embedding)
Rokach, L., Shapira, B. & Mazuz, E. Z.
20/12/22
1 item of Media coverage
Press/Media