Кросс-лингвальды көріністер

material ID: crosslingualrepresentations

Related Papers

Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractThis paper investigates the problem of learning cross-lingual representations in a contextual space. We propose Cross-Lingual BERT Transformation (CLBT), a simple and efficient approach to generate cross-lingual contextualized word embeddings …...

8941

CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractCross-lingual document alignment aims to identify pairs of documents in two distinct languages that are of comparable content or translations of each other. In this paper, we exploit the signals …...

30109

Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover’s Distance

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractDocument alignment aims to identify pairs of documents in two distinct languages that are of comparable content or translations of each other. Such aligned data can be used for a …...

353

Inducing Language-Agnostic Multilingual Representations

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractCross-lingual representations have the potential to make NLP techniques available to the vast majority of languages in the world. However, they currently require large pretraining corpora or access to typologically …...

25230

Cross-lingual Similarity of Multilingual Representations Revisited

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractRelated works used indexes like CKA and variants of CCA to measure the similarity of cross-lingual representations in multilingual language models. In this paper, we argue that assumptions of CKA/CCA …...

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