5 citations · 8 across the 3 of their papers we have counts for
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cs.CL2022★ 2 cited
Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer
Benjamin Muller, Deepanshu Gupta, Siddharth Patwardhan +3
Multi-lingual language models (LM), such as mBERT, XLM-R, mT5, mBART, have been remarkably successful in enabling natural language tasks in low-resource languages through cross-lin…
cs.CL2022★ 5 cited
Model Stability with Continuous Data Updates
Huiting Liu, Avinesh P. V. S., Siddharth Patwardhan +2
In this paper, we study the "stability" of machine learning (ML) models within the context of larger, complex NLP systems with continuous training data updates. For this study, we…