LIORI at the FinCausal 2020 Shared task

no code implementations • FNP (COLING) 2020 • Denis Gordeev, Adis Davletov, Alexey Rey, Nikolay Arefiev

In this paper, we describe the results of team LIORI at the FinCausal 2020 Shared task held as a part of the 1st Joint Workshop on Financial Narrative Processing and MultiLingual Financial Summarisation.

Sentence

LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation

no code implementations • SEMEVAL 2021 • Adis Davletov, Nikolay Arefyev, Denis Gordeev, Alexey Rey

This paper presents our approaches to SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation task.

Binary Classification Data Augmentation +3

Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction

no code implementations • SEMEVAL 2020 • Adis Davletov, Nikolay Arefyev, Alexander Shatilov, Denis Gordeev, Alexey Rey

This paper describes our approach to {``}DeftEval: Extracting Definitions from Free Text in Textbooks{''} competition held as a part of Semeval 2020.

Classification Definition Extraction +7

Randomseed19 at SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media

no code implementations • SEMEVAL 2020 • Aleksandr Shatilov, Denis Gordeev, Alexey Rey

This paper describes our approach to emphasis selection for written text in visual media as a solution for SemEval 2020 Task 10.

Unsupervised cross-lingual matching of product classifications

no code implementations • 19 Sep 2018 • Denis Gordeev, Alexey Rey, Dmitry Shagarov

Unsupervised cross-lingual embeddings mapping has provided a unique tool for completely unsupervised translation even for languages with different scripts.

Translation