Многоязычные встраивания

material ID: multilingualembeddings

Related Papers

Cross-lingual Wikification Using Multilingual Embeddings

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

Cross-lingual Wikification is the task of grounding mentions written in non-English documents to entries in the English Wikipedia. This task involves the problem of comparing textual clues across languages, which …...

23346

Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractEvent trigger extraction is an information extraction task of practical utility, yet it is challenging due to the difficulty of disambiguating word sense meaning. Previous approaches rely extensively on hand-crafted …...

41688

Exploiting Sentence Order in Document Alignment

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractWe present a simple document alignment method that incorporates sentence order information in both candidate generation and candidate re-scoring. Our method results in 61% relative reduction in error compared to …...

30101

Are Language-Agnostic Sentence Representations Actually Language-Agnostic?

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractWith the emergence of pre-trained multilingual models, multilingual embeddings have been widely applied in various natural language processing tasks. Language-agnostic models provide a versatile way to convert linguistic units from …...

20321

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

Neural Machine Translation in Low-Resource Setting: a Case Study in English-Marathi Pair

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractIn this paper and we explore different techniques of overcoming the challenges of low-resource in Neural Machine Translation (NMT) and specifically focusing on the case of English-Marathi NMT. NMT systems …...

18383