Rotem Dror

According to our database, Rotem Dror authored at least 17 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

State of What Art? A Call for Multi-Prompt LLM Evaluation.

Moran Mizrahi, Guy Kaplan, Dan Malkin, Rotem Dror, Dafna Shahaf, Gabriel Stanovsky

CoRR, 2024

2023

DMLR: Data-centric Machine Learning Research - Past, Present and Future.

Luis Oala, Manil Maskey, Lilith Bat-Leah, Alicia Parrish, Nezihe Merve Gürel, Tzu-Sheng Kuo, Yang Liu, Rotem Dror, Danilo Brajovic, Xiaozhe Yao, Max Bartolo, William Gaviria Rojas, Ryan Hileman, Rainier Aliment, Michael W. Mahoney, Meg Risdal, Matthew Lease, Wojciech Samek, Debojyoti Dutta, Curtis G. Northcutt, Cody Coleman, Braden Hancock, Bernard Koch, Girmaw Abebe Tadesse, Bojan Karlas, Ahmed M. Alaa, Adji Bousso Dieng, Natasha F. Noy, Vijay Janapa Reddi, James Zou, Praveen K. Paritosh, Mihaela van der Schaar, Kurt D. Bollacker, Lora Aroyo, Ce Zhang, Joaquin Vanschoren, Isabelle Guyon, Peter Mattson

CoRR, 2023

Human-in-the-Loop Schema Induction.

Tianyi Zhang, Isaac Tham, Zhaoyi Hou, Jiaxuan Ren, Liyang Zhou, Hainiu Xu, Li Zhang, Lara J. Martin, Rotem Dror, Sha Li, Heng Ji, Martha Palmer, Susan Windisch Brown, Reece Suchocki, Chris Callison-Burch

CoRR, 2023

The Eval4NLP 2023 Shared Task on Prompting Large Language Models as Explainable Metrics.

Christoph Leiter, Juri Opitz, Daniel Deutsch, Yang Gao, Rotem Dror, Steffen Eger

Proceedings of the 4th Workshop on Evaluation and Comparison of NLP Systems, 2023

Zero-Shot On-the-Fly Event Schema Induction.

Rotem Dror, Haoyu Wang, Dan Roth

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Human-in-the-loop Schema Induction.

Tianyi Zhang, Isaac Tham, Zhaoyi Hou, Jiaxuan Ren, Leon Zhou, Hainiu Xu, Li Zhang, Lara J. Martin, Rotem Dror, Sha Li, Heng Ji, Martha Palmer, Susan Windisch Brown, Reece Suchocki, Chris Callison-Burch

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

2022

Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics.

Daniel Deutsch, Rotem Dror, Dan Roth

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

On the Limitations of Reference-Free Evaluations of Generated Text.

Daniel Deutsch, Rotem Dror, Dan Roth

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

A Statistical Analysis of Summarization Evaluation Metrics Using Resampling Methods.

Daniel Deutsch, Rotem Dror, Dan Roth

Trans. Assoc. Comput. Linguistics, 2021

2020

Statistical Significance Testing for Natural Language Processing

Rotem Dror, Lotem Peled-Cohen, Segev Shlomov, Roi Reichart

Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02174-9, 2020

The Structured Weighted Violations MIRA.

Dor Ringel, Rotem Dror, Roi Reichart

CoRR, 2020

2019

Deep Dominance - How to Properly Compare Deep Neural Models.

Rotem Dror, Segev Shlomov, Roi Reichart

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Appendix - Recommended Statistical Significance Tests for NLP Tasks.

Rotem Dror, Roi Reichart

CoRR, 2018

The Hitchhiker's Guide to Testing Statistical Significance in Natural Language Processing.

Rotem Dror, Gili Baumer, Segev Shlomov, Roi Reichart

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets.

Rotem Dror, Gili Baumer, Marina Bogomolov, Roi Reichart

Trans. Assoc. Comput. Linguistics, 2017

Set-SMAA for finding preferable multi-objective solutions.

Rotem Dror, Amir Kantor, Michael Masin, Segev Shlomov

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

The Structured Weighted Violations Perceptron Algorithm.

Rotem Dror, Roi Reichart

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016