2020
Active Learning for BERT: An Empirical Study
Liat Ein-Dor, Alon Halfon, Ariel Gera, Eyal Shnarch, Lena Dankin, Leshem Choshen, Marina Danilevsky, Ranit Aharonov, Yoav Katz, Noam Slonim
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 7949--7962
Liat Ein-Dor, Alon Halfon, Ariel Gera, Eyal Shnarch, Lena Dankin, Leshem Choshen, Marina Danilevsky, Ranit Aharonov, Yoav Katz, Noam Slonim
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 7949--7962
Corpus Wide Argument Mining-A Working Solution.
Liat Ein-Dor, Eyal Shnarch, Lena Dankin, Alon Halfon, Benjamin Sznajder, Ariel Gera, Carlos Alzate, Martin Gleize, Leshem Choshen, Yufang Hou, others
AAAI, pp. 7683--7691, 2020
Liat Ein-Dor, Eyal Shnarch, Lena Dankin, Alon Halfon, Benjamin Sznajder, Ariel Gera, Carlos Alzate, Martin Gleize, Leshem Choshen, Yufang Hou, others
AAAI, pp. 7683--7691, 2020
2019
Fast End-to-End Wikification
Ilya Shnayderman, Liat Ein-Dor, Yosi Mass, Alon Halfon, Benjamin Sznajder, Artem Spector, Yoav Katz, Dafna Sheinwald, Ranit Aharonov, Noam Slonim
arXiv preprint arXiv:1908.06785, 2019
Ilya Shnayderman, Liat Ein-Dor, Yosi Mass, Alon Halfon, Benjamin Sznajder, Artem Spector, Yoav Katz, Dafna Sheinwald, Ranit Aharonov, Noam Slonim
arXiv preprint arXiv:1908.06785, 2019
Financial Event Extraction Using Wikipedia-Based Weak Supervision
Liat Ein Dor, Ariel Gera, Orith Toledo-Ronen, Alon Halfon, Benjamin Sznajder, Lena Dankin, Yonatan Bilu, Yoav Katz, Noam Slonim
Proceedings of the Second Workshop on Economics and Natural Language Processing, pp. 10--15, 2019
Liat Ein Dor, Ariel Gera, Orith Toledo-Ronen, Alon Halfon, Benjamin Sznajder, Lena Dankin, Yonatan Bilu, Yoav Katz, Noam Slonim
Proceedings of the Second Workshop on Economics and Natural Language Processing, pp. 10--15, 2019
2018
Semantic Relatedness of Wikipedia Concepts--Benchmark Data and a Working Solution
Liat Ein-Dor, Alon Halfon, Yoav Kantor, Ran Levy, Yosi Mass, Ruty Rinott, Eyal Shnarch, Noam Slonim
Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC-2018)
Liat Ein-Dor, Alon Halfon, Yoav Kantor, Ran Levy, Yosi Mass, Ruty Rinott, Eyal Shnarch, Noam Slonim
Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC-2018)
Learning Thematic Similarity Metric from Article Sections Using Triplet Networks
Liat Ein-Dor, Yosi Mass, Alon Halfon, Elad Venezian, Ilya Shnayderman, Ranit Aharonov, Noam Slonim
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pp. 49--54, 2018
Liat Ein-Dor, Yosi Mass, Alon Halfon, Elad Venezian, Ilya Shnayderman, Ranit Aharonov, Noam Slonim
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pp. 49--54, 2018
2017
Anomaly detection in large databases using behavioral patterning
Hanna Mazzawi, Gal Dalal, David Rozenblatz, Liat Ein-Dorx, Matan Niniox, Ofer Lavi
2017 IEEE 33rd International Conference on Data Engineering (ICDE), pp. 1140--1149
Hanna Mazzawi, Gal Dalal, David Rozenblatz, Liat Ein-Dorx, Matan Niniox, Ofer Lavi
2017 IEEE 33rd International Conference on Data Engineering (ICDE), pp. 1140--1149
2016
Identifying and investigating unexpected response to treatment: a diabetes case study
Michal Ozery-Flato, Liat Ein-Dor, Naama Parush-Shear-Yashuv, Ranit Aharonov, Hani Neuvirth, Martin S Kohn, Jianying Hu
Big data 4(3), 148--159, Mary Ann Liebert, Inc. 140 Huguenot Street, 3rd Floor New Rochelle, NY 10801 USA, 2016
Michal Ozery-Flato, Liat Ein-Dor, Naama Parush-Shear-Yashuv, Ranit Aharonov, Hani Neuvirth, Martin S Kohn, Jianying Hu
Big data 4(3), 148--159, Mary Ann Liebert, Inc. 140 Huguenot Street, 3rd Floor New Rochelle, NY 10801 USA, 2016
2015
Tr9856: A multi-word term relatedness benchmark
Ran Levy, Liat Ein-Dor, Shay Hummel, Ruty Rinott, Noam Slonim
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), pp. 419--424, 2015
Ran Levy, Liat Ein-Dor, Shay Hummel, Ruty Rinott, Noam Slonim
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), pp. 419--424, 2015
2014
Functional gene groups are concentrated within chromosomes, among chromosomes and in the nuclear space of the human genome
Annelyse Th\'evenin, Liat Ein-Dor, Michal Ozery-Flato, Ron Shamir
Nucleic acids research 42(15), 9854--9861, Oxford University Press, 2014
Annelyse Th\'evenin, Liat Ein-Dor, Michal Ozery-Flato, Ron Shamir
Nucleic acids research 42(15), 9854--9861, Oxford University Press, 2014
2013
Analytics for resiliency in the mainframe
Liat Ein-Dor, Yaara Goldschmidt, Ofer Lavi, GE Miller, Matan Ninio, D Dillenberger
IBM Journal of Research and Development 57(5), 8--1, IBM, 2013
Liat Ein-Dor, Yaara Goldschmidt, Ofer Lavi, GE Miller, Matan Ninio, D Dillenberger
IBM Journal of Research and Development 57(5), 8--1, IBM, 2013
2012
2009
Efficient human computation: the distributed labeling problem
Ran Gilad-Bachrach, Aharon Bar-Hillel, Liat Ein-Dor
Proceedings of the ACM SIGKDD Workshop on Human Computation, pp. 70--76, 2009
Ran Gilad-Bachrach, Aharon Bar-Hillel, Liat Ein-Dor
Proceedings of the ACM SIGKDD Workshop on Human Computation, pp. 70--76, 2009
2007
Workstation capacity tuning using reinforcement learning
Aharon Bar-Hillel, Amir Di-Nur, Liat Ein-Dor, Ran Gilad-Bachrach, Yossi Ittach
Proceedings of the 2007 ACM/IEEE conference on Supercomputing, pp. 32
Aharon Bar-Hillel, Amir Di-Nur, Liat Ein-Dor, Ran Gilad-Bachrach, Yossi Ittach
Proceedings of the 2007 ACM/IEEE conference on Supercomputing, pp. 32
Reinforcement learning for capacity tuning of multi core servers
Liat Ein-Dor, Yossi Ittach, Aharon Bar-Hillel, Amir Di-Nur and Ran Gilad-Bachrach
"machine learning for systems problems" workshop, NIPS , 2007
Liat Ein-Dor, Yossi Ittach, Aharon Bar-Hillel, Amir Di-Nur and Ran Gilad-Bachrach
"machine learning for systems problems" workshop, NIPS , 2007
Ranking under uncertainty
Zuk, O., Ein-Dor, L., and Domany, E.
In Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligence, pp. 466ÿ 473, AUAI Press, 2007
Zuk, O., Ein-Dor, L., and Domany, E.
In Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligence, pp. 466ÿ 473, AUAI Press, 2007
2006
Gene expression profiles of AML derived stem cells; similarity to hematopoietic stem cells
H Gal, N Amariglio, L Trakhtenbrot, J Jacob-Hirsh, O Margalit, A Avigdor, Arnon Nagler, S Tavor, L Ein-Dor, T Lapidot, others
Leukemia 20(12), 2147, Nature Publishing Group, 2006
H Gal, N Amariglio, L Trakhtenbrot, J Jacob-Hirsh, O Margalit, A Avigdor, Arnon Nagler, S Tavor, L Ein-Dor, T Lapidot, others
Leukemia 20(12), 2147, Nature Publishing Group, 2006
Thousands of samples are needed to generate a robust gene list for predicting outcome in cancer
Liat Ein-Dor, Or Zuk, Eytan Domany
Proceedings of the National Academy of Sciences 103(15), 5923--5928, National Acad Sciences, 2006
Liat Ein-Dor, Or Zuk, Eytan Domany
Proceedings of the National Academy of Sciences 103(15), 5923--5928, National Acad Sciences, 2006
2005
Sorting points into neighborhoods (SPIN): data analysis and visualization by ordering distance matrices
Dan Tsafrir, Ilan Tsafrir, Liat Ein-Dor, Or Zuk, Daniel A Notterman, Eytan Domany
Bioinformatics 21(10), 2301--2308, Oxford University Press, 2005
Dan Tsafrir, Ilan Tsafrir, Liat Ein-Dor, Or Zuk, Daniel A Notterman, Eytan Domany
Bioinformatics 21(10), 2301--2308, Oxford University Press, 2005
2004
8 Analysis of Backtracking Procedures for Random Decision Problems
Simona Cocco, Liat Ein-Dor, R\'emi Monasson
New Optimization Algorithms in Physics, 139, Wiley Online Library, 2004
Simona Cocco, Liat Ein-Dor, R\'emi Monasson
New Optimization Algorithms in Physics, 139, Wiley Online Library, 2004
Outcome signature genes in breast cancer: is there a unique set?
Liat Ein-Dor, Itai Kela, Gad Getz, David Givol, Eytan Domany
Bioinformatics 21(2), 171--178, Oxford University Press, 2004
Liat Ein-Dor, Itai Kela, Gad Getz, David Givol, Eytan Domany
Bioinformatics 21(2), 171--178, Oxford University Press, 2004
2003
The dynamics of proving uncolourability of large random graphs: I. Symmetric colouring heuristic
Liat Ein-Dor, R\'emi Monasson
Journal of Physics A: Mathematical and General 36(43), 11055, IOP Publishing, 2003
Liat Ein-Dor, R\'emi Monasson
Journal of Physics A: Mathematical and General 36(43), 11055, IOP Publishing, 2003
2002
Low autocorrelated multiphase sequences
Liat Ein-Dor, Ido Kanter, Wolfgang Kinzel
Physical Review E 65(2), 020102, APS, 2002
Liat Ein-Dor, Ido Kanter, Wolfgang Kinzel
Physical Review E 65(2), 020102, APS, 2002
2001
Matrix games with nonuniform payoff distributions
Liat Ein-Dor, Ido Kanter
Physica A: Statistical Mechanics and its Applications 302(1-4), 80--88, Elsevier, 2001
Liat Ein-Dor, Ido Kanter
Physica A: Statistical Mechanics and its Applications 302(1-4), 80--88, Elsevier, 2001
Generation of unpredictable time series by a neural network
Richard Metzler, Wolfgang Kinzel, Liat Ein-Dor, Ido Kanter
Physical Review E 63(5), 056126, APS, 2001
Richard Metzler, Wolfgang Kinzel, Liat Ein-Dor, Ido Kanter
Physical Review E 63(5), 056126, APS, 2001
Multichoice minority game
Liat Ein-Dor, Richard Metzler, Ido Kanter, Wolfgang Kinzel
Physical Review E 63(6), 066103, APS, 2001
Liat Ein-Dor, Richard Metzler, Ido Kanter, Wolfgang Kinzel
Physical Review E 63(6), 066103, APS, 2001
2000
Secure and linear cryptosystems using error-correcting codes
I Kanter, E Kanter, L Ein-Dor
EPL (Europhysics Letters) 51(2), 244, IOP Publishing, 2000
I Kanter, E Kanter, L Ein-Dor
EPL (Europhysics Letters) 51(2), 244, IOP Publishing, 2000
1999
Confidence in prediction by neural networks
Liat Ein-Dor, Ido Kanter
Physical Review E 60(1), 799, APS, 1999
Liat Ein-Dor, Ido Kanter
Physical Review E 60(1), 799, APS, 1999
1998
Time series generation by multilayer networks
Liat Ein-Dor, Ido Kanter
Physical Review E 57(6), 6564, APS, 1998
Liat Ein-Dor, Ido Kanter
Physical Review E 57(6), 6564, APS, 1998