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Maor Ivgi
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Scrolls: Standardized comparison over long language sequences
U Shaham, E Segal, M Ivgi, A Efrat, O Yoran, A Haviv, A Gupta, W Xiong, ...
EMNLP 2022, 2022
1292022
Zeroscrolls: A zero-shot benchmark for long text understanding
U Shaham, M Ivgi, A Efrat, J Berant, O Levy
Findings of EMNLP 2023, 2023
902023
[TACL] Efficient Long-Text Understanding with Short-Text Models
M Ivgi, U Shaham, J Berant
The 61st Annual Meeting Of The Association For Computational Linguistics (TACL), 2023
74*2023
Datacomp-lm: In search of the next generation of training sets for language models
J Li, A Fang, G Smyrnis, M Ivgi, M Jordan, S Gadre, H Bansal, E Guha, ...
arXiv preprint arXiv:2406.11794, 2024
55*2024
DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule
M Ivgi, O Hinder, Y Carmon
ICML 2023, 2023
552023
In-context learning with long-context models: An in-depth exploration
A Bertsch, M Ivgi, U Alon, J Berant, MR Gormley, G Neubig
arXiv preprint arXiv:2405.00200, 2024
362024
Achieving model robustness through discrete adversarial training
M Ivgi, J Berant
EMNLP 2021, 2021
282021
Scene Graph to Image Generation with Contextualized Object Layout Refinement
M Ivgi, Y Benny, A Ben-David, J Berant, L Wolf
IEEE International Conference on Image Processing (ICIP) 2022, 2428-2432, 2021
222021
Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments
M Ivgi, Y Carmon, J Berant
Findings of EMNLP 2022, 2022
132022
Beyond importance scores: Interpreting tabular ML by visualizing feature semantics
A Ghorbani, D Berenbaum, M Ivgi, Y Dafna, JY Zou
MDPI Information 13 (1), 15, 2021
52021
From loops to oops: Fallback behaviors of language models under uncertainty
M Ivgi, O Yoran, J Berant, M Geva
arXiv preprint arXiv:2407.06071, 2024
42024
Accelerated Parameter-Free Stochastic Optimization
I Kreisler, M Ivgi, O Hinder, Y Carmon
COLT 2024, 2024
22024
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Articles 1–12