Maor

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authored 3 papers about 1 year ago

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

Paper • 2406.11794 • Published Jun 17, 2024 • 54

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

Paper • 2405.00200 • Published Apr 30, 2024

Accelerated Parameter-Free Stochastic Optimization

Paper • 2404.00666 • Published Mar 31, 2024

authored 7 papers about 2 years ago

Efficient Long-Text Understanding with Short-Text Models

Paper • 2208.00748 • Published Aug 1, 2022 • 1

ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding

Paper • 2305.14196 • Published May 23, 2023

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

Paper • 2302.12022 • Published Feb 8, 2023 • 1

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

Paper • 2202.06387 • Published Feb 13, 2022

Beyond Importance Scores: Interpreting Tabular ML by Visualizing Feature Semantics

Paper • 2111.05898 • Published Nov 10, 2021

Achieving Model Robustness through Discrete Adversarial Training

Paper • 2104.05062 • Published Apr 11, 2021

Scene Graph to Image Generation with Contextualized Object Layout Refinement

Paper • 2009.10939 • Published Sep 23, 2020