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08/17/2023
Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models
Language models such as mBERT, XLM-R, and BLOOM aim to achieve multiling...
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07/14/2022
Language Modelling with Pixels
Language models are defined over a finite set of inputs, which creates a...
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03/18/2022
Challenges and Strategies in Cross-Cultural NLP
Various efforts in the Natural Language Processing (NLP) community have ...
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12/31/2020
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models
In this work we provide a systematic empirical comparison of pretrained ...
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04/27/2020