Oren Barkan

2025

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Refining Fidelity Metrics for Explainable Recommendations.
Yehonatan Elisha|Alan Eckhardt|Mikhail Baklanov|Veronika Bogina|Liron I. Allerhand|Juraj Hresko|Oren Barkan|Jan Procházka|Yehonatan Elisha|Alan Eckhardt|Yahlly Schein|Noam Koenigstein|Otakar Smrs|Liron I. Allerhand|Juraj Hresko|Oren Barkan|Jan Procházka|Noam Koenigstein|Otakar Smrs
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2024

doi dblp
A Learning-based Approach for Explaining Language Models.
Oren Barkan|Yonatan Toib|Yehonatan Elisha|Noam Koenigstein
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Probabilistic Path Integration with Mixture of Baseline Distributions.
Yehonatan Elisha|Oren Barkan|Noam Koenigstein
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
A Counterfactual Framework for Learning and Evaluating Explanations for Recommender Systems.
Oren Barkan|Veronika Bogina|Liya Gurevitch|Yuval Asher|Noam Koenigstein
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

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Deep Integrated Explanations.
Oren Barkan|Yehonatan Elisha|Jonathan Weill|Yuval Asher|Amit Eshel|Noam Koenigstein
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Harnessing GPT for Topic-Based Call Segmentation in Microsoft Dynamics 365 Sales.
Itzik Malkiel|Uri Alon|Yakir Yehuda|Shahar Keren|Oren Barkan|Royi Ronen|Noam Koenigstein
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Inversynth II: Sound Matching via Self-Supervised Synthesizer-Proxy and Inference-Time Finetuning.
Oren Barkan|Shlomi Shvartzman|Noy Uzrad|Moshe Laufer|Almog Elharar|Noam Koenigstein
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

2022

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Interpreting BERT-based Text Similarity via Activation and Saliency Maps.
Itzik Malkiel|Dvir Ginzburg|Oren Barkan|Avi Caciularu|Jonathan Weill|Noam Koenigstein
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps.
Oren Barkan|Omri Armstrong|Amir Hertz|Avi Caciularu|Ori Katz|Itzik Malkiel|Noam Koenigstein
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Representation Learning via Variational Bayesian Networks.
Oren Barkan|Avi Caciularu|Idan Rejwan|Ori Katz|Jonathan Weill|Itzik Malkiel|Noam Koenigstein
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps.
Oren Barkan|Edan Hauon|Avi Caciularu|Ori Katz|Itzik Malkiel|Omri Armstrong|Noam Koenigstein
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Anchor-based Collaborative Filtering.
Oren Barkan|Roy Hirsch|Ori Katz|Avi Caciularu|Noam Koenigstein
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2017

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Groove Radio: A Bayesian Hierarchical Model for Personalized Playlist Generation.
Shay Ben-Elazar|Gal Lavee|Noam Koenigstein|Oren Barkan|Hilik Berezin|Ulrich Paquet|Tal Zaccai
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017