Rotem Dror

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Natural Language

Perceptron Algorithm

Automatic Summarization

Top Venues

Trans. Assoc. Comput. Linguistics

Publications

Rotem Dror, Daniel Hutchinson, Mason Jones, Victoria Van Hyning, Tsvi Kuflik
The Curator's Helper. UMAP (Adjunct Publication) (2024)
Moran Mizrahi, Guy Kaplan, Dan Malkin, Rotem Dror, Dafna Shahaf, Gabriel Stanovsky
State of What Art? A Call for Multi-Prompt LLM Evaluation. CoRR (2024)
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
Human-in-the-Loop Schema Induction. CoRR (2023)
Rotem Dror, Haoyu Wang, Dan Roth
Zero-Shot On-the-Fly Event Schema Induction. EACL (Findings) (2023)
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
Human-in-the-loop Schema Induction. ACL (demo) (2023)
Christoph Leiter, Juri Opitz, Daniel Deutsch, Yang Gao, Rotem Dror, Steffen Eger
The Eval4NLP 2023 Shared Task on Prompting Large Language Models as Explainable Metrics. CoRR (2023)
Christoph Leiter, Juri Opitz, Daniel Deutsch, Yang Gao, Rotem Dror, Steffen Eger
The Eval4NLP 2023 Shared Task on Prompting Large Language Models as Explainable Metrics. Eval4NLP (2023)
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 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
DMLR: Data-centric Machine Learning Research - Past, Present and Future. CoRR (2023)
Rotem Dror, Haoyu Wang, Dan Roth
Zero-Shot On-the-Fly Event Schema Induction. CoRR (2022)
Daniel Deutsch, Rotem Dror, Dan Roth
Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics. NAACL-HLT (2022)
Daniel Deutsch, Rotem Dror, Dan Roth
On the Limitations of Reference-Free Evaluations of Generated Text. EMNLP (2022)
Daniel Deutsch, Rotem Dror, Dan Roth
Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics. CoRR (2022)
Daniel Deutsch, Rotem Dror, Dan Roth
On the Limitations of Reference-Free Evaluations of Generated Text. CoRR (2022)
Daniel Deutsch, Rotem Dror, Dan Roth
A Statistical Analysis of Summarization Evaluation Metrics Using Resampling Methods. Trans. Assoc. Comput. Linguistics 9 (2021)
Daniel Deutsch, Rotem Dror, Dan Roth
A Statistical Analysis of Summarization Evaluation Metrics using Resampling Methods. CoRR (2021)
Dor Ringel, Rotem Dror, Roi Reichart
The Structured Weighted Violations MIRA. CoRR (2020)
Rotem Dror, Segev Shlomov, Roi Reichart
Deep Dominance - How to Properly Compare Deep Neural Models. ACL (1) (2019)
Rotem Dror, Roi Reichart
Appendix - Recommended Statistical Significance Tests for NLP Tasks. CoRR (2018)
Rotem Dror, Gili Baumer, Segev Shlomov, Roi Reichart
The Hitchhiker's Guide to Testing Statistical Significance in Natural Language Processing. ACL (1) (2018)
Rotem Dror, Gili Baumer, Marina Bogomolov, Roi Reichart
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets. CoRR (2017)
Rotem Dror, Amir Kantor, Michael Masin, Segev Shlomov
Set-SMAA for finding preferable multi-objective solutions. GECCO (Companion) (2017)
Rotem Dror, Gili Baumer, Marina Bogomolov, Roi Reichart
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets. Trans. Assoc. Comput. Linguistics 5 (2017)
Rotem Dror, Roi Reichart
The Structured Weighted Violations Perceptron Algorithm. CoRR (2016)
Rotem Dror, Roi Reichart
The Structured Weighted Violations Perceptron Algorithm. EMNLP (2016)