XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau, Guillaume Lample, Ruty Rinott, Holger Schwenk, Ves Stoyanov Facebook AI aconneau,glample,ruty,schwenk,ves@fb.com Adina Williams, Samuel R. Bowman New York University adinawilliams,bowman@nyu.edu Abstract State-of-the-art natural language processing, 9/13/2018 · Title: XNLI: Evaluating Cross-lingual Sentence Representations . Authors … and low-resource cross-language transfer. In this work, we construct an evaluation set for XLU by extending the development and test sets of the Multi-Genre Natural Language Inference Corpus (MultiNLI) to 15 languages, including low-resource languages such as Swahili …
12/23/2020 · We hope that our dataset, dubbed XNLI , will catalyze research in cross-lingual sentence understanding by providing an informative standard evaluation task. In addition, we provide several baselines for multilingual sentence understanding, including two based on machine translation systems, and two that use parallel data to train aligned …
Existing evaluations of cross-lingual sentence representations are centered on natural language inference ( XNLI , Conneau et al.
2018) or classification (Eisenschlos et al.
2019). The cross …
XNLI: Evaluating Cross-lingual Sentence Representations . 09/13/2018 ? by Alexis Conneau, et al. ? Facebook ? NYU college ? 8 ? share . State-of-the-art natural language processing systems rely on supervision in the form of annotated data to learn competent models.
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10/29/2018 · XNLI: Evaluating Cross-lingual Sentence Representations . October 29, 2018 … dubbed XNLI , will catalyze research in cross-lingual sentence understanding by providing an informative standard evaluation task. In addition, we provide several baselines for multilingual sentence understanding, including two based on machine translation systems, and …
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