Maor Ivgi

According to our database, Maor Ivgi authored at least 12 papers between 2021 and 2024.

Collaborative distances:

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

2024

From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty.

Maor Ivgi, Ori Yoran, Jonathan Berant, Mor Geva

CoRR, 2024

DataComp-LM: In search of the next generation of training sets for language models.

Jeffrey Li, Alex Fang, Georgios Smyrnis, Maor Ivgi, Matt Jordan, Samir Yitzhak Gadre, Hritik Bansal, Etash Kumar Guha, Sedrick Keh, Kushal Arora, Saurabh Garg, Rui Xin, Niklas Muennighoff, Reinhard Heckel, Jean Mercat, Mayee Chen, Suchin Gururangan, Mitchell Wortsman, Alon Albalak, Yonatan Bitton, Marianna Nezhurina, Amro Abbas, Cheng-Yu Hsieh, Dhruba Ghosh, Josh Gardner, Maciej Kilian, Hanlin Zhang, Rulin Shao, Sarah M. Pratt, Sunny Sanyal, Gabriel Ilharco, Giannis Daras, Kalyani Marathe, Aaron Gokaslan, Jieyu Zhang, Khyathi Raghavi Chandu, Thao Nguyen, Igor Vasiljevic, Sham M. Kakade, Shuran Song, Sujay Sanghavi, Fartash Faghri, Sewoong Oh, Luke Zettlemoyer, Kyle Lo, Alaaeldin El-Nouby, Hadi Pouransari, Alexander Toshev, Stephanie Wang, Dirk Groeneveld, Luca Soldaini, Pang Wei Koh, Jenia Jitsev, Thomas Kollar, Alexandros G. Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, Vaishaal Shankar

CoRR, 2024

In-Context Learning with Long-Context Models: An In-Depth Exploration.

Amanda Bertsch, Maor Ivgi, Uri Alon, Jonathan Berant, Matthew R. Gormley, Graham Neubig

CoRR, 2024

Accelerated Parameter-Free Stochastic Optimization.

Itai Kreisler, Maor Ivgi, Oliver Hinder, Yair Carmon

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

Efficient Long-Text Understanding with Short-Text Models.

Maor Ivgi, Uri Shaham, Jonathan Berant

Trans. Assoc. Comput. Linguistics, 2023

DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule.

Maor Ivgi, Oliver Hinder, Yair Carmon

Proceedings of the International Conference on Machine Learning, 2023

ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding.

Uri Shaham, Maor Ivgi, Avia Efrat, Jonathan Berant, Omer Levy

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

2022

Beyond Importance Scores: Interpreting Tabular ML by Visualizing Feature Semantics.

Amirata Ghorbani, Dina Berenbaum, Maor Ivgi, Yuval Dafna, James Y. Zou

Inf., 2022

Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments.

Maor Ivgi, Yair Carmon, Jonathan Berant

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

SCROLLS: Standardized CompaRison Over Long Language Sequences.

Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy

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

2021

Scene Graph tO Image Generation with Contextualized Object Layout Refinement.

Maor Ivgi, Yaniv Benny, Avichai Ben-David, Jonathan Berant, Lior Wolf

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Achieving Model Robustness through Discrete Adversarial Training.

Maor Ivgi, Jonathan Berant

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021