Itzik Malkiel

Harnessing GPT for Topic-Based Call Segmentation in Microsoft Dynamics 365 Sales

Itzik Malkiel, Uri Alon, Yakir Yehdua, Shahar Keren, Oren Barkan, Royi Ronen, Noam Koenigstein

International Conference on Information and Knowledge Management | October 2023

DOI Publication

Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond

Oren Barkan, Tal Reiss, Jonathan Weill, Ori Katz, Roy Hirsch, Itzik Malkiel, Noam Koenigstein

August 2023

DOI Publication

Interpreting BERT-based Text Similarity via Activation and Saliency Maps

Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein

ACM Web Conference 2022 | April 2022

DOI Publication

MetricBERT: Text Representation Learning via Self-Supervised Triplet Training

Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein

ICASSP 2022 | April 2022

Publication

Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps

Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein

30th ACM International Conference on Information & Knowledge Management | October 2021

DOI Publication

Representation Learning via Variational Bayesian Networks

Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein

30th ACM International Conference on Information and Knowledge Management | October 2021

DOI Publication

GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps

Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein

30th ACM International Conference on Information & Knowledge Management | September 2021

DOI

Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference

Dvir Ginzburg, Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Koenigstein

2023 IEEE/ACM International Conference on Automated Software Engineering (ASE) | June 2021

DOI Publication

Cold Item Recommendations via Hierarchical Item2vec

Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein

2020 IEEE International Conference on Data Mining (ICDM) | October 2020

DOI

RecoBERT: A Catalog Language Model for Text-Based Recommendations

Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein

2020 Empirical Methods in Natural Language Processing | September 2020

DOI Publication

Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding

Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein

2020 IEEE International Conference on Data Mining (ICDM) | August 2019

DOI Publication

Representation Learning via Variational Bayesian Networks

Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein

30th ACM International Conference on Information and Knowledge Management | October 2021

DOI Publication

Cold Item Recommendations via Hierarchical Item2vec

Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein

2020 IEEE International Conference on Data Mining (ICDM) | October 2020

DOI

Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding

Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein

2020 IEEE International Conference on Data Mining (ICDM) | August 2019

DOI Publication

Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps

Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein

30th ACM International Conference on Information & Knowledge Management | October 2021

DOI Publication

RecoBERT: A Catalog Language Model for Text-Based Recommendations

Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein

2020 Empirical Methods in Natural Language Processing | September 2020

DOI Publication

Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference

Dvir Ginzburg, Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Koenigstein

2023 IEEE/ACM International Conference on Automated Software Engineering (ASE) | June 2021

DOI Publication

Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond

Oren Barkan, Tal Reiss, Jonathan Weill, Ori Katz, Roy Hirsch, Itzik Malkiel, Noam Koenigstein

August 2023

DOI Publication

Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps

Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein

30th ACM International Conference on Information & Knowledge Management | October 2021

DOI Publication

GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps

Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein

30th ACM International Conference on Information & Knowledge Management | September 2021

DOI

Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond

Oren Barkan, Tal Reiss, Jonathan Weill, Ori Katz, Roy Hirsch, Itzik Malkiel, Noam Koenigstein

August 2023

DOI Publication

Harnessing GPT for Topic-Based Call Segmentation in Microsoft Dynamics 365 Sales

Itzik Malkiel, Uri Alon, Yakir Yehdua, Shahar Keren, Oren Barkan, Royi Ronen, Noam Koenigstein

International Conference on Information and Knowledge Management | October 2023

DOI Publication

Interpreting BERT-based Text Similarity via Activation and Saliency Maps

Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein

ACM Web Conference 2022 | April 2022

DOI Publication

MetricBERT: Text Representation Learning via Self-Supervised Triplet Training

Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein

ICASSP 2022 | April 2022

Publication

Harnessing GPT for Topic-Based Call Segmentation in Microsoft Dynamics 365 Sales

Itzik Malkiel, Uri Alon, Yakir Yehdua, Shahar Keren, Oren Barkan, Royi Ronen, Noam Koenigstein

International Conference on Information and Knowledge Management | October 2023

DOI Publication

Interpreting BERT-based Text Similarity via Activation and Saliency Maps

Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein

ACM Web Conference 2022 | April 2022

DOI Publication

MetricBERT: Text Representation Learning via Self-Supervised Triplet Training

Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein

ICASSP 2022 | April 2022

Publication

Representation Learning via Variational Bayesian Networks

Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein

30th ACM International Conference on Information and Knowledge Management | October 2021

DOI Publication

Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps

Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein

30th ACM International Conference on Information & Knowledge Management | October 2021

DOI Publication

GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps

Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein

30th ACM International Conference on Information & Knowledge Management | September 2021

DOI

Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference

Dvir Ginzburg, Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Koenigstein

2023 IEEE/ACM International Conference on Automated Software Engineering (ASE) | June 2021

DOI Publication

Cold Item Recommendations via Hierarchical Item2vec

Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein

2020 IEEE International Conference on Data Mining (ICDM) | October 2020

DOI

RecoBERT: A Catalog Language Model for Text-Based Recommendations

Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein

2020 Empirical Methods in Natural Language Processing | September 2020

DOI Publication

Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding

Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein

2020 IEEE International Conference on Data Mining (ICDM) | August 2019

DOI Publication

Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond

Oren Barkan, Tal Reiss, Jonathan Weill, Ori Katz, Roy Hirsch, Itzik Malkiel, Noam Koenigstein

August 2023

DOI Publication