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@inproceedings{DBLP:conf/acl/GoldmanCECST24,
author = {Omer Goldman and
Avi Caciularu and
Matan Eyal and
Kris Cao and
Idan Szpektor and
Reut Tsarfaty},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Unpacking Tokenization: Evaluating Text Compression and its Correlation
with Model Performance},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {2274--2286},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-acl.134},
timestamp = {Tue, 27 Aug 2024 17:38:11 +0200},
biburl = {https://dblp.org/rec/conf/acl/GoldmanCECST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhandehariounCP24,
author = {Asma Ghandeharioun and
Avi Caciularu and
Adam Pearce and
Lucas Dixon and
Mor Geva},
title = {Patchscopes: {A} Unifying Framework for Inspecting Hidden Representations
of Language Models},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=5uwBzcn885},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/GhandehariounCP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06102,
author = {Asma Ghandeharioun and
Avi Caciularu and
Adam Pearce and
Lucas Dixon and
Mor Geva},
title = {Patchscopes: {A} Unifying Framework for Inspecting Hidden Representations
of Language Models},
journal = {CoRR},
volume = {abs/2401.06102},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06102},
doi = {10.48550/ARXIV.2401.06102},
eprinttype = {arXiv},
eprint = {2401.06102},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06265,
author = {Omer Goldman and
Avi Caciularu and
Matan Eyal and
Kris Cao and
Idan Szpektor and
Reut Tsarfaty},
title = {Unpacking Tokenization: Evaluating Text Compression and its Correlation
with Model Performance},
journal = {CoRR},
volume = {abs/2403.06265},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06265},
doi = {10.48550/ARXIV.2403.06265},
eprinttype = {arXiv},
eprint = {2403.06265},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03618,
author = {Avi Caciularu and
Alon Jacovi and
Eyal Ben{-}David and
Sasha Goldshtein and
Tal Schuster and
Jonathan Herzig and
Gal Elidan and
Amir Globerson},
title = {{TACT:} Advancing Complex Aggregative Reasoning with Information Extraction
Tools},
journal = {CoRR},
volume = {abs/2406.03618},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03618},
doi = {10.48550/ARXIV.2406.03618},
eprinttype = {arXiv},
eprint = {2406.03618},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-13632,
author = {Arie Cattan and
Alon Jacovi and
Alex Fabrikant and
Jonathan Herzig and
Roee Aharoni and
Hannah Rashkin and
Dror Marcus and
Avinatan Hassidim and
Yossi Matias and
Idan Szpektor and
Avi Caciularu},
title = {Can Few-shot Work in Long-Context? Recycling the Context to Generate
Demonstrations},
journal = {CoRR},
volume = {abs/2406.13632},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.13632},
doi = {10.48550/ARXIV.2406.13632},
eprinttype = {arXiv},
eprint = {2406.13632},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-13632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14314,
author = {Omri Berkovitch and
Sapir Caduri and
Noam Kahlon and
Anatoly Efros and
Avi Caciularu and
Ido Dagan},
title = {Identifying User Goals from {UI} Trajectories},
journal = {CoRR},
volume = {abs/2406.14314},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14314},
doi = {10.48550/ARXIV.2406.14314},
eprinttype = {arXiv},
eprint = {2406.14314},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-16086,
author = {Gili Lior and
Avi Caciularu and
Arie Cattan and
Shahar Levy and
Ori Shapira and
Gabriel Stanovsky},
title = {{SEAM:} {A} Stochastic Benchmark for Multi-Document Tasks},
journal = {CoRR},
volume = {abs/2406.16086},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.16086},
doi = {10.48550/ARXIV.2406.16086},
eprinttype = {arXiv},
eprint = {2406.16086},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-16086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-12687,
author = {Irina Jurenka and
Markus Kunesch and
Kevin R. McKee and
Daniel Gillick and
Shaojian Zhu and
Sara Wiltberger and
Shubham Milind Phal and
Katherine L. Hermann and
Daniel Kasenberg and
Avishkar Bhoopchand and
Ankit Anand and
Miruna P{\^{\i}}slar and
Stephanie Chan and
Lisa Wang and
Jennifer She and
Parsa Mahmoudieh and
Aliya Rysbek and
Wei{-}Jen Ko and
Andrea Huber and
Brett Wiltshire and
Gal Elidan and
Roni Rabin and
Jasmin Rubinovitz and
Amit Pitaru and
Mac McAllister and
Julia Wilkowski and
David Choi and
Roee Engelberg and
Lidan Hackmon and
Adva Levin and
Rachel Griffin and
Michael Sears and
Filip Bar and
Mia Mesar and
Mana Jabbour and
Arslan Chaudhry and
James Cohan and
Sridhar Thiagarajan and
Nir Levine and
Ben Brown and
Dilan G{\"{o}}r{\"{u}}r and
Svetlana Grant and
Rachel Hashimshoni and
Laura Weidinger and
Jieru Hu and
Dawn Chen and
Kuba Dolecki and
Canfer Akbulut and
Maxwell L. Bileschi and
Laura Culp and
Wen{-}Xin Dong and
Nahema Marchal and
Kelsie Van Deman and
Hema Bajaj Misra and
Michael Duah and
Moran Ambar and
Avi Caciularu and
Sandra Lefdal and
Christopher Summerfield and
James An and
Pierre{-}Alexandre Kamienny and
Abhinit Mohdi and
Theofilos Strinopoulous and
Annie Hale and
Wayne Anderson and
Luis C. Cobo and
Niv Efron and
Muktha Ananda and
Shakir Mohamed and
Maureen Heymans and
Zoubin Ghahramani and
Yossi Matias and
Ben Gomes and
Lila Ibrahim},
title = {Towards Responsible Development of Generative {AI} for Education:
An Evaluation-Driven Approach},
journal = {CoRR},
volume = {abs/2407.12687},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.12687},
doi = {10.48550/ARXIV.2407.12687},
eprinttype = {arXiv},
eprint = {2407.12687},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-12687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-03325,
author = {Alon Jacovi and
Moran Ambar and
Eyal Ben{-}David and
Uri Shaham and
Amir Feder and
Mor Geva and
Dror Marcus and
Avi Caciularu},
title = {CoverBench: {A} Challenging Benchmark for Complex Claim Verification},
journal = {CoRR},
volume = {abs/2408.03325},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.03325},
doi = {10.48550/ARXIV.2408.03325},
eprinttype = {arXiv},
eprint = {2408.03325},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-03325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CaciularuG23,
author = {Avi Caciularu and
Jacob Goldberger},
title = {An entangled mixture of variational autoencoders approach to deep
clustering},
journal = {Neurocomputing},
volume = {529},
pages = {182--189},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.01.069},
doi = {10.1016/J.NEUCOM.2023.01.069},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/CaciularuG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CaciularuPGDC23,
author = {Avi Caciularu and
Matthew E. Peters and
Jacob Goldberger and
Ido Dagan and
Arman Cohan},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Peek Across: Improving Multi-Document Modeling via Cross-Document
Question-Answering},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {1970--1989},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.110},
doi = {10.18653/V1/2023.ACL-LONG.110},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/CaciularuPGDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HirschPWCSD23,
author = {Eran Hirsch and
Valentina Pyatkin and
Ruben Wolhandler and
Avi Caciularu and
Asi Shefer and
Ido Dagan},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Revisiting Sentence Union Generation as a Testbed for Text Consolidation},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {7038--7058},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.440},
doi = {10.18653/V1/2023.FINDINGS-ACL.440},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HirschPWCSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/BerchanskyICDW23,
author = {Moshe Berchansky and
Peter Izsak and
Avi Caciularu and
Ido Dagan and
Moshe Wasserblat},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Optimizing Retrieval-augmented Reader Models via Token Elimination},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {1506--1524},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.93},
doi = {10.18653/V1/2023.EMNLP-MAIN.93},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/BerchanskyICDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JacoviCGG23,
author = {Alon Jacovi and
Avi Caciularu and
Omer Goldman and
Yoav Goldberg},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating
Data Contamination by Evaluation Benchmarks},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {5075--5084},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.308},
doi = {10.18653/V1/2023.EMNLP-MAIN.308},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JacoviCGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JacoviCHABG23,
author = {Alon Jacovi and
Avi Caciularu and
Jonathan Herzig and
Roee Aharoni and
Bernd Bohnet and
Mor Geva},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {A Comprehensive Evaluation of Tool-Assisted Generation Strategies},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {13856--13878},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.926},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.926},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JacoviCHABG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SlobodkinCHD23,
author = {Aviv Slobodkin and
Avi Caciularu and
Eran Hirsch and
Ido Dagan},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Don't Add, don't Miss: Effective Content Preserving Generation from
Pre-Selected Text Spans},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {12784--12800},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.852},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.852},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SlobodkinCHD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SlobodkinGCDR23,
author = {Aviv Slobodkin and
Omer Goldman and
Avi Caciularu and
Ido Dagan and
Shauli Ravfogel},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {The Curious Case of Hallucinatory (Un)answerability: Finding Truths
in the Hidden States of Over-Confident Large Language Models},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {3607--3625},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.220},
doi = {10.18653/V1/2023.EMNLP-MAIN.220},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SlobodkinGCDR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/KianiCZMG23,
author = {Tal Kiani and
Avi Caciularu and
Shani Zev and
Dan Thomas Major and
Jacob Goldberger},
editor = {Danilo Comminiello and
Michele Scarpiniti},
title = {Utilizing Perturbation of Atoms' Positions for Equivariant Pre-Training
in 3D Molecular Analysis},
booktitle = {33rd {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2023, Rome, Italy, September 17-20, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/MLSP55844.2023.10285900},
doi = {10.1109/MLSP55844.2023.10285900},
timestamp = {Mon, 06 Nov 2023 17:21:37 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/KianiCZMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10160,
author = {Alon Jacovi and
Avi Caciularu and
Omer Goldman and
Yoav Goldberg},
title = {Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating
Data Contamination by Evaluation Benchmarks},
journal = {CoRR},
volume = {abs/2305.10160},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10160},
doi = {10.48550/ARXIV.2305.10160},
eprinttype = {arXiv},
eprint = {2305.10160},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15387,
author = {Avi Caciularu and
Matthew E. Peters and
Jacob Goldberger and
Ido Dagan and
Arman Cohan},
title = {Peek Across: Improving Multi-Document Modeling via Cross-Document
Question-Answering},
journal = {CoRR},
volume = {abs/2305.15387},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15387},
doi = {10.48550/ARXIV.2305.15387},
eprinttype = {arXiv},
eprint = {2305.15387},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15605,
author = {Eran Hirsch and
Valentina Pyatkin and
Ruben Wolhandler and
Avi Caciularu and
Asi Shefer and
Ido Dagan},
title = {Revisiting Sentence Union Generation as a Testbed for Text Consolidation},
journal = {CoRR},
volume = {abs/2305.15605},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15605},
doi = {10.48550/ARXIV.2305.15605},
eprinttype = {arXiv},
eprint = {2305.15605},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15605.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-16326,
author = {Oren Barkan and
Avi Caciularu and
Idan Rejwan and
Ori Katz and
Jonathan Weill and
Itzik Malkiel and
Noam Koenigstein},
title = {Representation Learning via Variational Bayesian Networks},
journal = {CoRR},
volume = {abs/2306.16326},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.16326},
doi = {10.48550/ARXIV.2306.16326},
eprinttype = {arXiv},
eprint = {2306.16326},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-16326.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09017,
author = {Aviv Slobodkin and
Avi Caciularu and
Eran Hirsch and
Ido Dagan},
title = {Dont Add, dont Miss: Effective Content Preserving Generation from
Pre-Selected Text Spans},
journal = {CoRR},
volume = {abs/2310.09017},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09017},
doi = {10.48550/ARXIV.2310.09017},
eprinttype = {arXiv},
eprint = {2310.09017},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10062,
author = {Alon Jacovi and
Avi Caciularu and
Jonathan Herzig and
Roee Aharoni and
Bernd Bohnet and
Mor Geva},
title = {A Comprehensive Evaluation of Tool-Assisted Generation Strategies},
journal = {CoRR},
volume = {abs/2310.10062},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10062},
doi = {10.48550/ARXIV.2310.10062},
eprinttype = {arXiv},
eprint = {2310.10062},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11877,
author = {Aviv Slobodkin and
Omer Goldman and
Avi Caciularu and
Ido Dagan and
Shauli Ravfogel},
title = {The Curious Case of Hallucinatory Unanswerablity: Finding Truths in
the Hidden States of Over-Confident Large Language Models},
journal = {CoRR},
volume = {abs/2310.11877},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.11877},
doi = {10.48550/ARXIV.2310.11877},
eprinttype = {arXiv},
eprint = {2310.11877},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-11877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13682,
author = {Moshe Berchansky and
Peter Izsak and
Avi Caciularu and
Ido Dagan and
Moshe Wasserblat},
title = {Optimizing Retrieval-augmented Reader Models via Token Elimination},
journal = {CoRR},
volume = {abs/2310.13682},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13682},
doi = {10.48550/ARXIV.2310.13682},
eprinttype = {arXiv},
eprint = {2310.13682},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/EirewCD22,
author = {Alon Eirew and
Avi Caciularu and
Ido Dagan},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Cross-document Event Coreference Search: Task, Dataset and Modeling},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {900--913},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.58},
doi = {10.18653/V1/2022.EMNLP-MAIN.58},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/EirewCD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GevaCDRSSTG22,
author = {Mor Geva and
Avi Caciularu and
Guy Dar and
Paul Roit and
Shoval Sadde and
Micah Shlain and
Bar Tamir and
Yoav Goldberg},
editor = {Wanxiang Che and
Ekaterina Shutova},
title = {LM-Debugger: An Interactive Tool for Inspection and Intervention in
Transformer-Based Language Models},
booktitle = {Proceedings of the The 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022 - System Demonstrations, Abu Dhabi,
UAE, December 7-11, 2022},
pages = {12--21},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-demos.2},
doi = {10.18653/V1/2022.EMNLP-DEMOS.2},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GevaCDRSSTG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GevaCWG22,
author = {Mor Geva and
Avi Caciularu and
Kevin Ro Wang and
Yoav Goldberg},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Transformer Feed-Forward Layers Build Predictions by Promoting Concepts
in the Vocabulary Space},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {30--45},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.3},
doi = {10.18653/V1/2022.EMNLP-MAIN.3},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GevaCWG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KleinHEPCD22,
author = {Ayal Klein and
Eran Hirsch and
Ron Eliav and
Valentina Pyatkin and
Avi Caciularu and
Ido Dagan},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {QASem Parsing: Text-to-text Modeling of QA-based Semantics},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {7742--7756},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.528},
doi = {10.18653/V1/2022.EMNLP-MAIN.528},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KleinHEPCD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MalkielGBCWK22,
author = {Itzik Malkiel and
Dvir Ginzburg and
Oren Barkan and
Avi Caciularu and
Yoni Weill and
Noam Koenigstein},
title = {Metricbert: Text Representation Learning Via Self-Supervised Triplet
Training},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746018},
doi = {10.1109/ICASSP43922.2022.9746018},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MalkielGBCWK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/CaciularuDGC22,
author = {Avi Caciularu and
Ido Dagan and
Jacob Goldberger and
Arman Cohan},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Long Context Question Answering via Supervised Contrastive Learning},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {2872--2879},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.207},
doi = {10.18653/V1/2022.NAACL-MAIN.207},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/CaciularuDGC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ErnstCSPBGD22,
author = {Ori Ernst and
Avi Caciularu and
Ori Shapira and
Ramakanth Pasunuru and
Mohit Bansal and
Jacob Goldberger and
Ido Dagan},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Proposition-Level Clustering for Multi-Document Summarization},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1765--1779},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.128},
doi = {10.18653/V1/2022.NAACL-MAIN.128},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ErnstCSPBGD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MalkielGBCWK22,
author = {Itzik Malkiel and
Dvir Ginzburg and
Oren Barkan and
Avi Caciularu and
Jonathan Weill and
Noam Koenigstein},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Interpreting BERT-based Text Similarity via Activation and Saliency
Maps},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {3259--3268},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512045},
doi = {10.1145/3485447.3512045},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/MalkielGBCWK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14680,
author = {Mor Geva and
Avi Caciularu and
Kevin Ro Wang and
Yoav Goldberg},
title = {Transformer Feed-Forward Layers Build Predictions by Promoting Concepts
in the Vocabulary Space},
journal = {CoRR},
volume = {abs/2203.14680},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.14680},
doi = {10.48550/ARXIV.2203.14680},
eprinttype = {arXiv},
eprint = {2203.14680},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-14680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11073,
author = {Oren Barkan and
Edan Hauon and
Avi Caciularu and
Ori Katz and
Itzik Malkiel and
Omri Armstrong and
Noam Koenigstein},
title = {Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps},
journal = {CoRR},
volume = {abs/2204.11073},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11073},
doi = {10.48550/ARXIV.2204.11073},
eprinttype = {arXiv},
eprint = {2204.11073},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12130,
author = {Mor Geva and
Avi Caciularu and
Guy Dar and
Paul Roit and
Shoval Sadde and
Micah Shlain and
Bar Tamir and
Yoav Goldberg},
title = {LM-Debugger: An Interactive Tool for Inspection and Intervention in
Transformer-Based Language Models},
journal = {CoRR},
volume = {abs/2204.12130},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12130},
doi = {10.48550/ARXIV.2204.12130},
eprinttype = {arXiv},
eprint = {2204.12130},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11413,
author = {Ayal Klein and
Eran Hirsch and
Ron Eliav and
Valentina Pyatkin and
Avi Caciularu and
Ido Dagan},
title = {QASem Parsing: Text-to-text Modeling of QA-based Semantics},
journal = {CoRR},
volume = {abs/2205.11413},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11413},
doi = {10.48550/ARXIV.2205.11413},
eprinttype = {arXiv},
eprint = {2205.11413},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06610,
author = {Itzik Malkiel and
Dvir Ginzburg and
Oren Barkan and
Avi Caciularu and
Yoni Weill and
Noam Koenigstein},
title = {MetricBERT: Text Representation Learning via Self-Supervised Triplet
Training},
journal = {CoRR},
volume = {abs/2208.06610},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06610},
doi = {10.48550/ARXIV.2208.06610},
eprinttype = {arXiv},
eprint = {2208.06610},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06612,
author = {Itzik Malkiel and
Dvir Ginzburg and
Oren Barkan and
Avi Caciularu and
Jonathan Weill and
Noam Koenigstein},
title = {Interpreting BERT-based Text Similarity via Activation and Saliency
Maps},
journal = {CoRR},
volume = {abs/2208.06612},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06612},
doi = {10.48550/ARXIV.2208.06612},
eprinttype = {arXiv},
eprint = {2208.06612},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12654,
author = {Alon Eirew and
Avi Caciularu and
Ido Dagan},
title = {Cross-document Event Coreference Search: Task, Dataset and Modeling},
journal = {CoRR},
volume = {abs/2210.12654},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12654},
doi = {10.48550/ARXIV.2210.12654},
eprinttype = {arXiv},
eprint = {2210.12654},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/CaciularuRRGB21,
author = {Avi Caciularu and
Nir Raviv and
Tomer Raviv and
Jacob Goldberger and
Yair Be'ery},
title = {perm2vec: Attentive Graph Permutation Selection for Decoding of Error
Correction Codes},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {39},
number = {1},
pages = {79--88},
year = {2021},
url = {https://doi.org/10.1109/JSAC.2020.3036951},
doi = {10.1109/JSAC.2020.3036951},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsac/CaciularuRRGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GinzburgMBCK21,
author = {Dvir Ginzburg and
Itzik Malkiel and
Oren Barkan and
Avi Caciularu and
Noam Koenigstein},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Self-Supervised Document Similarity Ranking via Contextualized Language
Models and Hierarchical Inference},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {3088--3098},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.272},
doi = {10.18653/V1/2021.FINDINGS-ACL.272},
timestamp = {Fri, 27 Aug 2021 08:39:19 +0200},
biburl = {https://dblp.org/rec/conf/acl/GinzburgMBCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BarkanAHCKMK21,
author = {Oren Barkan and
Omri Armstrong and
Amir Hertz and
Avi Caciularu and
Ori Katz and
Itzik Malkiel and
Noam Koenigstein},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {{GAM:} Explainable Visual Similarity and Classification via Gradient
Activation Maps},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {68--77},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482430},
doi = {10.1145/3459637.3482430},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BarkanAHCKMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BarkanCRKWMK21,
author = {Oren Barkan and
Avi Caciularu and
Idan Rejwan and
Ori Katz and
Jonathan Weill and
Itzik Malkiel and
Noam Koenigstein},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Representation Learning via Variational Bayesian Networks},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {78--88},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482363},
doi = {10.1145/3459637.3482363},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BarkanCRKWMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BarkanHCKMAK21,
author = {Oren Barkan and
Edan Hauon and
Avi Caciularu and
Ori Katz and
Itzik Malkiel and
Omri Armstrong and
Noam Koenigstein},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {2882--2887},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482126},
doi = {10.1145/3459637.3482126},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BarkanHCKMAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BarkanHKCK21,
author = {Oren Barkan and
Roy Hirsch and
Ori Katz and
Avi Caciularu and
Noam Koenigstein},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Anchor-based Collaborative Filtering},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {2877--2881},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482056},
doi = {10.1145/3459637.3482056},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BarkanHKCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/CaciularuCBPCD21,
author = {Avi Caciularu and
Arman Cohan and
Iz Beltagy and
Matthew E. Peters and
Arie Cattan and
Ido Dagan},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {{CDLM:} Cross-Document Language Modeling},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {2648--2662},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.225},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.225},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/CaciularuCBPCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HirschESCCEPRBD21,
author = {Eran Hirsch and
Alon Eirew and
Ori Shapira and
Avi Caciularu and
Arie Cattan and
Ori Ernst and
Ramakanth Pasunuru and
Hadar Ronen and
Mohit Bansal and
Ido Dagan},
editor = {Heike Adel and
Shuming Shi},
title = {iFacetSum: Coreference-based Interactive Faceted Summarization for
Multi-Document Exploration},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing: System Demonstrations, {EMNLP} 2021, Online and
Punta Cana, Dominican Republic, 7-11 November, 2021},
pages = {283--297},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-demo.33},
doi = {10.18653/V1/2021.EMNLP-DEMO.33},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/HirschESCCEPRBD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BarkanHKCWK21,
author = {Oren Barkan and
Roy Hirsch and
Ori Katz and
Avi Caciularu and
Yoni Weill and
Noam Koenigstein},
title = {Cold Start Revisited: {A} Deep Hybrid Recommender with Cold-Warm Item
Harmonization},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {3260--3264},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9413384},
doi = {10.1109/ICASSP39728.2021.9413384},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BarkanHKCWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BarkanHKCWK21,
author = {Oren Barkan and
Roy Hirsch and
Ori Katz and
Avi Caciularu and
Jonathan Weill and
Noam Koenigstein},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic
Gates},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {994--999},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00112},
doi = {10.1109/ICDM51629.2021.00112},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BarkanHKCWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starsem/CaciularuDG21,
author = {Avi Caciularu and
Ido Dagan and
Jacob Goldberger},
editor = {Vivi Nastase and
Ivan Vulic},
title = {Denoising Word Embeddings by Averaging in a Shared Space},
booktitle = {Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and
Computational Semantics, *SEM 2021, Online, August 5-6, 2021},
pages = {294--301},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.starsem-1.28},
doi = {10.18653/V1/2021.STARSEM-1.28},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/starsem/CaciularuDG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00406,
author = {Avi Caciularu and
Arman Cohan and
Iz Beltagy and
Matthew E. Peters and
Arie Cattan and
Ido Dagan},
title = {Cross-Document Language Modeling},
journal = {CoRR},
volume = {abs/2101.00406},
year = {2021},
url = {https://arxiv.org/abs/2101.00406},
eprinttype = {arXiv},
eprint = {2101.00406},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-09579,
author = {Idan Rejwan and
Avi Caciularu},
title = {On the Evolution of Word Order},
journal = {CoRR},
volume = {abs/2101.09579},
year = {2021},
url = {https://arxiv.org/abs/2101.09579},
eprinttype = {arXiv},
eprint = {2101.09579},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-09579.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01186,
author = {Dvir Ginzburg and
Itzik Malkiel and
Oren Barkan and
Avi Caciularu and
Noam Koenigstein},
title = {Self-Supervised Document Similarity Ranking via Contextualized Language
Models and Hierarchical Inference},
journal = {CoRR},
volume = {abs/2106.01186},
year = {2021},
url = {https://arxiv.org/abs/2106.01186},
eprinttype = {arXiv},
eprint = {2106.01186},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02954,
author = {Avi Caciularu and
Ido Dagan and
Jacob Goldberger},
title = {Denoising Word Embeddings by Averaging in a Shared Space},
journal = {CoRR},
volume = {abs/2106.02954},
year = {2021},
url = {https://arxiv.org/abs/2106.02954},
eprinttype = {arXiv},
eprint = {2106.02954},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-00951,
author = {Oren Barkan and
Omri Armstrong and
Amir Hertz and
Avi Caciularu and
Ori Katz and
Itzik Malkiel and
Noam Koenigstein},
title = {{GAM:} Explainable Visual Similarity and Classification via Gradient
Activation Maps},
journal = {CoRR},
volume = {abs/2109.00951},
year = {2021},
url = {https://arxiv.org/abs/2109.00951},
eprinttype = {arXiv},
eprint = {2109.00951},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-00951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-11621,
author = {Eran Hirsch and
Alon Eirew and
Ori Shapira and
Avi Caciularu and
Arie Cattan and
Ori Ernst and
Ramakanth Pasunuru and
Hadar Ronen and
Mohit Bansal and
Ido Dagan},
title = {iFacetSum: Coreference-based Interactive Faceted Summarization for
Multi-Document Exploration},
journal = {CoRR},
volume = {abs/2109.11621},
year = {2021},
url = {https://arxiv.org/abs/2109.11621},
eprinttype = {arXiv},
eprint = {2109.11621},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-11621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07615,
author = {Oren Barkan and
Roy Hirsch and
Ori Katz and
Avi Caciularu and
Jonathan Weill and
Noam Koenigstein},
title = {Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic
Gates},
journal = {CoRR},
volume = {abs/2112.07615},
year = {2021},
url = {https://arxiv.org/abs/2112.07615},
eprinttype = {arXiv},
eprint = {2112.07615},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-08770,
author = {Ori Ernst and
Avi Caciularu and
Ori Shapira and
Ramakanth Pasunuru and
Mohit Bansal and
Jacob Goldberger and
Ido Dagan},
title = {A Proposition-Level Clustering Approach for Multi-Document Summarization},
journal = {CoRR},
volume = {abs/2112.08770},
year = {2021},
url = {https://arxiv.org/abs/2112.08770},
eprinttype = {arXiv},
eprint = {2112.08770},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-08777,
author = {Avi Caciularu and
Ido Dagan and
Jacob Goldberger and
Arman Cohan},
title = {Utilizing Evidence Spans via Sequence-Level Contrastive Learning for
Long-Context Question Answering},
journal = {CoRR},
volume = {abs/2112.08777},
year = {2021},
url = {https://arxiv.org/abs/2112.08777},
eprinttype = {arXiv},
eprint = {2112.08777},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08777.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tccn/CaciularuB20,
author = {Avi Caciularu and
David Burshtein},
title = {Unsupervised Linear and Nonlinear Channel Equalization and Decoding
Using Variational Autoencoders},
journal = {{IEEE} Trans. Cogn. Commun. Netw.},
volume = {6},
number = {3},
pages = {1003--1018},
year = {2020},
url = {https://doi.org/10.1109/TCCN.2020.2990773},
doi = {10.1109/TCCN.2020.2990773},
timestamp = {Sat, 19 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tccn/CaciularuB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BarkanRMKCK20,
author = {Oren Barkan and
Noam Razin and
Itzik Malkiel and
Ori Katz and
Avi Caciularu and
Noam Koenigstein},
title = {Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {3235--3242},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5722},
doi = {10.1609/AAAI.V34I04.5722},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BarkanRMKCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/BarkanRCK20,
author = {Oren Barkan and
Idan Rejwan and
Avi Caciularu and
Noam Koenigstein},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Bayesian Hierarchical Words Representation Learning},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {3871--3877},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.356},
doi = {10.18653/V1/2020.ACL-MAIN.356},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/BarkanRCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/BarkanCD20,
author = {Oren Barkan and
Avi Caciularu and
Ido Dagan},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Within-Between Lexical Relation Classification},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {3521--3527},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.284},
doi = {10.18653/V1/2020.EMNLP-MAIN.284},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/BarkanCD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MalkielBCRKK20,
author = {Itzik Malkiel and
Oren Barkan and
Avi Caciularu and
Noam Razin and
Ori Katz and
Noam Koenigstein},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Optimizing {BERT} for Unlabeled Text-Based Items Similarity},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {1704--1714},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.154},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.154},
timestamp = {Tue, 20 Aug 2024 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MalkielBCRKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MegedCSD20,
author = {Yehudit Meged and
Avi Caciularu and
Vered Shwartz and
Ido Dagan},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Paraphrasing vs Coreferring: Two Sides of the Same Coin},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {4897--4907},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.440},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.440},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MegedCSD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BarkanCKK20,
author = {Oren Barkan and
Avi Caciularu and
Ori Katz and
Noam Koenigstein},
title = {Attentive Item2vec: Neural Attentive User Representations},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {3377--3381},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053071},
doi = {10.1109/ICASSP40776.2020.9053071},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BarkanCKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BarkanCRKWMK20,
author = {Oren Barkan and
Avi Caciularu and
Idan Rejwan and
Ori Katz and
Jonathan Weill and
Itzik Malkiel and
Noam Koenigstein},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Cold Item Recommendations via Hierarchical Item2vec},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {912--917},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00101},
doi = {10.1109/ICDM50108.2020.00101},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BarkanCRKWMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BarkanFCK20,
author = {Oren Barkan and
Yonatan Fuchs and
Avi Caciularu and
Noam Koenigstein},
editor = {Rodrygo L. T. Santos and
Leandro Balby Marinho and
Elizabeth M. Daly and
Li Chen and
Kim Falk and
Noam Koenigstein and
Edleno Silva de Moura},
title = {Explainable Recommendations via Attentive Multi-Persona Collaborative
Filtering},
booktitle = {RecSys 2020: Fourteenth {ACM} Conference on Recommender Systems, Virtual
Event, Brazil, September 22-26, 2020},
pages = {468--473},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3383313.3412226},
doi = {10.1145/3383313.3412226},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BarkanFCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02315,
author = {Nir Raviv and
Avi Caciularu and
Tomer Raviv and
Jacob Goldberger and
Yair Be'ery},
title = {perm2vec: Graph Permutation Selection for Decoding of Error Correction
Codes using Self-Attention},
journal = {CoRR},
volume = {abs/2002.02315},
year = {2020},
url = {https://arxiv.org/abs/2002.02315},
eprinttype = {arXiv},
eprint = {2002.02315},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06205,
author = {Oren Barkan and
Avi Caciularu and
Ori Katz and
Noam Koenigstein},
title = {Attentive Item2Vec: Neural Attentive User Representations},
journal = {CoRR},
volume = {abs/2002.06205},
year = {2020},
url = {https://arxiv.org/abs/2002.06205},
eprinttype = {arXiv},
eprint = {2002.06205},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07126,
author = {Oren Barkan and
Idan Rejwan and
Avi Caciularu and
Noam Koenigstein},
title = {Bayesian Hierarchical Words Representation Learning},
journal = {CoRR},
volume = {abs/2004.07126},
year = {2020},
url = {https://arxiv.org/abs/2004.07126},
eprinttype = {arXiv},
eprint = {2004.07126},
timestamp = {Tue, 21 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14979,
author = {Yehudit Meged and
Avi Caciularu and
Vered Shwartz and
Ido Dagan},
title = {Paraphrasing vs Coreferring: Two Sides of the Same Coin},
journal = {CoRR},
volume = {abs/2004.14979},
year = {2020},
url = {https://arxiv.org/abs/2004.14979},
eprinttype = {arXiv},
eprint = {2004.14979},
timestamp = {Sun, 03 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-13292,
author = {Itzik Malkiel and
Oren Barkan and
Avi Caciularu and
Noam Razin and
Ori Katz and
Noam Koenigstein},
title = {RecoBERT: {A} Catalog Language Model for Text-Based Recommendations},
journal = {CoRR},
volume = {abs/2009.13292},
year = {2020},
url = {https://arxiv.org/abs/2009.13292},
eprinttype = {arXiv},
eprint = {2009.13292},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-13292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07042,
author = {Oren Barkan and
Yonatan Fuchs and
Avi Caciularu and
Noam Koenigstein},
title = {Explainable Recommendations via Attentive Multi-Persona Collaborative
Filtering},
journal = {CoRR},
volume = {abs/2010.07042},
year = {2020},
url = {https://arxiv.org/abs/2010.07042},
eprinttype = {arXiv},
eprint = {2010.07042},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-08795,
author = {Avi Caciularu and
David Burshtein},
title = {Unsupervised Linear and Nonlinear Channel Equalization and Decoding
using Variational Autoencoders},
journal = {CoRR},
volume = {abs/1905.08795},
year = {2019},
url = {http://arxiv.org/abs/1905.08795},
eprinttype = {arXiv},
eprint = {1905.08795},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-08795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-05161,
author = {Oren Barkan and
Noam Razin and
Itzik Malkiel and
Ori Katz and
Avi Caciularu and
Noam Koenigstein},
title = {Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding},
journal = {CoRR},
volume = {abs/1908.05161},
year = {2019},
url = {http://arxiv.org/abs/1908.05161},
eprinttype = {arXiv},
eprint = {1908.05161},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-05161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/CaciularuB18,
author = {Avi Caciularu and
David Burshtein},
title = {Blind Channel Equalization Using Variational Autoencoders},
booktitle = {2018 {IEEE} International Conference on Communications Workshops,
{ICC} Workshops 2018, Kansas City, MO, USA, May 20-24, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICCW.2018.8403666},
doi = {10.1109/ICCW.2018.8403666},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/icc/CaciularuB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01526,
author = {Avi Caciularu and
David Burshtein},
title = {Blind Channel Equalization using Variational Autoencoders},
journal = {CoRR},
volume = {abs/1803.01526},
year = {2018},
url = {http://arxiv.org/abs/1803.01526},
eprinttype = {arXiv},
eprint = {1803.01526},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10453,
author = {Mor Cohen and
Avi Caciularu and
Idan Rejwan and
Jonathan Berant},
title = {Inducing Regular Grammars Using Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1710.10453},
year = {2017},
url = {http://arxiv.org/abs/1710.10453},
eprinttype = {arXiv},
eprint = {1710.10453},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-10453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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