Itzik Malkiel
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
10
Active years
2018–2024
Best venue rank
A*
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ACL | InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers. | Yakir Yehuda, Itzik Malkiel, Oren Barkan, Jonathan Weill, Royi Ronen, Noam Koenigstein |
| 2024 | ICASSP | SEGLLM: Topic-Oriented Call Segmentation Via LLM-Based Conversation Synthesis. | Itzik Malkiel, Uri Alon, Yakir Yehuda, Shahar Keren, Oren Barkan, Royi Ronen, Noam Koenigstein |
| 2024 | ICASSP | Unsupervised Topic-Conditional Extractive Summarization. | Itzik Malkiel, Yakir Yehuda, Jonathan Ephrath, Ori Katz, Oren Barkan, Nir Nice, Noam Koenigstein |
| 2023 | CIKM | 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 |
| 2023 | ICCV | 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 |
| 2022 | ICASSP | Metricbert: Text Representation Learning Via Self-Supervised Triplet Training. | Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein |
| 2022 | WWW | Interpreting BERT-based Text Similarity via Activation and Saliency Maps. | Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein |
| 2021 | ACL | Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference. | Dvir Ginzburg, Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Koenigstein |
| 2021 | CIKM | GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps. | Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein |
| 2021 | CIKM | Representation Learning via Variational Bayesian Networks. | Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein |
| 2021 | CIKM | Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps. | Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein |
| 2021 | EACL | Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models. | Itzik Malkiel, Lior Wolf |
| 2021 | EMNLP | Caption Enriched Samples for Improving Hateful Memes Detection. | Efrat Blaier, Itzik Malkiel, Lior Wolf |
| 2021 | EMNLP | MTAdam: Automatic Balancing of Multiple Training Loss Terms. | Itzik Malkiel, Lior Wolf |
| 2021 | ICCP | Adaptive Gradient Balancing for Undersampled MRI Reconstruction and Image-to-Image Translation. | Itzik Malkiel, Sangtae Ahn, Valentina Taviani, Anne Menini, Lior Wolf, Christopher J. Hardy |
| 2020 | AAAI | Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding. | Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein |
| 2020 | EMNLP | Optimizing BERT for Unlabeled Text-Based Items Similarity. | Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein |
| 2020 | ICDM | Cold Item Recommendations via Hierarchical Item2vec. | Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein |
| 2018 | ICCP | Deep learning for the design of nano-photonic structures. | Itzik Malkiel, Michael Mrejen, Achiya Nagler, Uri Arieli, Lior Wolf, Haim Suchowski |