Search Results for author: Dmitry Mouromtsev

Found 5 papers, 2 papers with code

Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer Models

1 code implementation28 Nov 2021 Zein Shaheen, Gerhard Wohlgenannt, Dmitry Mouromtsev

Also, Gradual unfreezing of pre-trained model's layers during training results in relative improvement of 38-45% for French and 58-70% for German.

Language Modelling Multi Label Text Classification +4

A Comparative Evaluation of Visual and Natural Language Question Answering Over Linked Data

no code implementations19 Jul 2019 Gerhard Wohlgenannt, Dmitry Mouromtsev, Dmitry Pavlov, Yury Emelyanov, Alexey Morozov

With the growing number and size of Linked Data datasets, it is crucial to make the data accessible and useful for users without knowledge of formal query languages.

Natural Language Queries Question Answering

Using Word Embeddings for Visual Data Exploration with Ontodia and Wikidata

no code implementations4 Mar 2019 Gerhard Wohlgenannt, Nikolay Klimov, Dmitry Mouromtsev, Daniil Razdyakonov, Dmitry Pavlov, Yury Emelyanov

One of the big challenges in Linked Data consumption is to create visual and natural language interfaces to the data usable for non-technical users.

Word Embeddings

Relation Extraction Datasets in the Digital Humanities Domain and their Evaluation with Word Embeddings

no code implementations4 Mar 2019 Gerhard Wohlgenannt, Ekaterina Chernyak, Dmitry Ilvovsky, Ariadna Barinova, Dmitry Mouromtsev

In this research, we manually create high-quality datasets in the digital humanities domain for the evaluation of language models, specifically word embedding models.

Relation Relation Extraction +1

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