LOW-RESOURCE, MULTI-LINGUAL TRANSFORMER MODELS

Generally discussed herein are devices, systems, and methods for multi-lingual model generation. A method can include determining, for low-resource languages, respective a language similarity value indicating language similarity between each of the low-resource languages, clustering the low-resource...

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Bibliographische Detailangaben
Hauptverfasser: CHANG, Shuangyu, BEHRE, Piyush, PARTHASARATHY, Sarangarajan, MIAO, Li, WU, Jian
Format: Patent
Sprache:eng
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Zusammenfassung:Generally discussed herein are devices, systems, and methods for multi-lingual model generation. A method can include determining, for low-resource languages, respective a language similarity value indicating language similarity between each of the low-resource languages, clustering the low-resource languages into groups based on the respective language similarity value, aggregating training data of languages corresponding to a given group resulting in aggregated training data, and training a re-ranking language model based on the aggregated training data resulting in a trained re-ranking language model.