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Rotem Dror
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The hitchhiker’s guide to testing statistical significance in natural language processing
R Dror, G Baumer, S Shlomov, R Reichart
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
2322018
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets
R Dror, G Baumer, M Bogomolov, R Reichart
Transactions of the Association for Computational Linguistics 5, 471--486, 2017
422017
Deep dominance-how to properly compare deep neural models
R Dror, S Shlomov, R Reichart
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
392019
Statistical significance testing for natural language processing
R Dror, L Peled-Cohen, S Shlomov, R Reichart
Synthesis Lectures on Human Language Technologies 13 (2), 1-116, 2020
242020
A statistical analysis of summarization evaluation metrics using resampling methods
D Deutsch, R Dror, D Roth
Transactions of the Association for Computational Linguistics 9, 1132-1146, 2021
112021
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios
X Du, Z Zhang, S Li, P Yu, H Wang, TM Lai, X Lin, Z Wang, I Liu, B Zhou, ...
Proc. 2022 Annual Conference of the North American Chapter of the …, 2022
12022
Pareto-efficient probabilistic solutions
A Kantor, M Masin, S Shlomov, R Dror
US Patent App. 15/905,988, 2019
12019
Recommended statistical significance tests for NLP tasks
R Dror, R Reichart
arXiv preprint arXiv:1809.01448, 2018
12018
The Structured Weighted Violations Perceptron Algorithm
RDR Reichart
Conference on Empirical Methods in Natural Language Processing, 469–478, 2016
1*2016
Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics
D Deutsch, R Dror, D Roth
arXiv preprint arXiv:2204.10216, 2022
2022
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop
S Rijhwani, J Liu, Y Wang, R Dror
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
2020
The Structured Weighted Violations MIRA
D Ringel, R Dror, R Reichart
arXiv preprint arXiv:2005.04418, 2020
2020
Statistical Significance Tests
R Dror, L Peled-Cohen, S Shlomov, R Reichart
Statistical Significance Testing for Natural Language Processing, 9-21, 2020
2020
Open Questions and Challenges
R Dror, L Peled-Cohen, S Shlomov, R Reichart
Statistical Significance Testing for Natural Language Processing, 75-77, 2020
2020
Deep Significance
R Dror, L Peled-Cohen, S Shlomov, R Reichart
Statistical Significance Testing for Natural Language Processing, 35-50, 2020
2020
Statistical Hypothesis Testing
R Dror, L Peled-Cohen, S Shlomov, R Reichart
Statistical Significance Testing for Natural Language Processing, 3-7, 2020
2020
Replicability Analysis
R Dror, L Peled-Cohen, S Shlomov, R Reichart
Statistical Significance Testing for Natural Language Processing, 51-73, 2020
2020
Statistical Significance in NLP
R Dror, L Peled-Cohen, S Shlomov, R Reichart
Statistical Significance Testing for Natural Language Processing, 23-33, 2020
2020
Set-SMAA for finding preferable multi-objective solutions
R Dror, A Kantor, M Masin, S Shlomov
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
2017
Statistical Significance Testing for Natural Language Processing Open Website
R Dror, L Peled-Cohen, R Reichart
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