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Rotem Dror
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
4442018
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
1792019
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
742017
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
632021
Statistical significance testing for natural language processing
R Dror, L Peled-Cohen, S Shlomov, R Reichart
Morgan & Claypool Publishers, 2020
622020
State of what art? a call for multi-prompt llm evaluation
M Mizrahi, G Kaplan, D Malkin, R Dror, D Shahaf, G Stanovsky
Transactions of the Association for Computational Linguistics 12, 933-949, 2024
612024
Re-examining system-level correlations of automatic summarization evaluation metrics
D Deutsch, R Dror, D Roth
arXiv preprint arXiv:2204.10216, 2022
392022
RESIN-11: Schema-guided event prediction for 11 newsworthy scenarios
X Du, Z Zhang, S Li, P Yu, H Wang, T Lai, X Lin, Z Wang, I Liu, B Zhou, ...
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
372022
On the limitations of reference-free evaluations of generated text
D Deutsch, R Dror, D Roth
arXiv preprint arXiv:2210.12563, 2022
312022
The eval4nlp 2023 shared task on prompting large language models as explainable metrics
C Leiter, J Opitz, D Deutsch, Y Gao, R Dror, S Eger
arXiv preprint arXiv:2310.19792, 2023
212023
Zero-shot on-the-fly event schema induction
R Dror, H Wang, D Roth
arXiv preprint arXiv:2210.06254, 2022
162022
Human-in-the-loop schema induction
T Zhang, I Tham, Z Hou, J Ren, L Zhou, H Xu, L Zhang, LJ Martin, R Dror, ...
arXiv preprint arXiv:2302.13048, 2023
132023
DMLR: Data-centric Machine Learning Research--Past, Present and Future
L Oala, M Maskey, L Bat-Leah, A Parrish, NM Gürel, TS Kuo, Y Liu, R Dror, ...
arXiv preprint arXiv:2311.13028, 2023
92023
Pareto-efficient probabilistic solutions
A Kantor, M Masin, S Shlomov, R Dror
US Patent App. 15/905,988, 2019
22019
140 Characters of Justice? The Promise and Perils of Using Social Media to Reveal Lay Punishment Perspectives
I Ravid, R Dror
U. Ill. L. Rev., 1473, 2023
12023
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
The Curator's Helper
R Dror, D Hutchinson, M Jones, V Van Hyning, T Kuflik
Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation …, 2024
2024
Proceedings of the 4th Workshop on Evaluation and Comparison of NLP Systems
D Deutsch, R Dror, S Eger, Y Gao, C Leiter, J Opitz, A Rücklé
Proceedings of the 4th Workshop on Evaluation and Comparison of NLP Systems, 2023
2023
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
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