109 citations · 283 across the 21 of their papers we have counts for
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cs.CL2021★ 9 cited
XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge
Xiaoze Jiang, Yaobo Liang, Weizhu Chen +1
Cross-lingual pre-training has achieved great successes using monolingual and bilingual plain text corpora. However, most pre-trained models neglect multilingual knowledge, which i…
cs.CL2021
Discovering Representation Sprachbund For Multilingual Pre-Training
Yimin Fan, Yaobo Liang, Alexandre Muzio +4
Multilingual pre-trained models have demonstrated their effectiveness in many multilingual NLP tasks and enabled zero-shot or few-shot transfer from high-resource languages to low…
cs.CL2021
Simpson's Bias in NLP Training
Fei Yuan, Longtu Zhang, Huang Bojun +1
In most machine learning tasks, we evaluate a model on a given data population by measuring a population-level metric . Examples of such evaluation metric inclu…