6 citations · 8 across the 2 of their papers we have counts for
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cs.LG2022★ 2 cited
ScaLA: Accelerating Adaptation of Pre-Trained Transformer-Based Language Models via Efficient Large-Batch Adversarial Noise
Minjia Zhang, Niranjan Uma Naresh, Yuxiong He
In recent years, large pre-trained Transformer-based language models have led to dramatic improvements in many natural language understanding tasks. To train these models with incr…
cs.LG2017★ 6 cited
Inductive Pairwise Ranking: Going Beyond the n log(n) Barrier
U. N. Niranjan, Arun Rajkumar
We study the problem of ranking a set of items from nonactively chosen pairwise preferences where each item has feature information with it. We propose and characterize a very broa…