Phillip Rust | DeepAI

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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...

0 Phillip Rust, et al. ∙

∙ 07/14/2022

Language Modelling with Pixels

Language models are defined over a finite set of inputs, which creates a...

3 Phillip Rust, et al. ∙

∙ 03/18/2022

Challenges and Strategies in Cross-Cultural NLP

Various efforts in the Natural Language Processing (NLP) community have ...

12 Daniel Hershcovich, et al. ∙

∙ 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 ...

12 Phillip Rust, et al. ∙

∙ 04/27/2020

PuzzLing Machines: A Challenge on Learning From Small Data

Deep neural models have repeatedly proved excellent at memorizing surfac...

11 Gözde Gül Şahin, et al. ∙

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