---
title: "Orhan Firat — papers of 2021 — 2 papers, the most cited first"
description: "Orhan Firat — papers of 2021: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Orhan Firat — papers of 2021 — 2 papers, the most cited first

2 papers · [all years of Orhan Firat](https://md.research.elamur.ai/free/en/authors/orhan-firat/#years)

- [GLaM: Efficient Scaling of Language Models with Mixture-of-Experts arXiv:2112.06905](https://md.research.elamur.ai/free/en/papers/du-2021-glam-efficient-scaling-language-models/) — Nan Du, Yanping Huang, Andrew M. Dai, et al. · 2021 · 496 citations

**[XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation](https://md.research.elamur.ai/free/en/papers/ruder-2021-xtreme-r-more-challenging-nuanced/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Sebastian Ruder, Noah Constant, Jan Botha, et al.*2021 · 281 citations*