Search Results for author: Karen Avetisyan

Found 5 papers, 3 papers with code

Dialects Identification of Armenian Language

no code implementations DigitAm (LREC) 2022 Karen Avetisyan

The paper presents three approaches: a statistical which relies on a stop words dictionary, a modified statistical one with a dictionary of most frequently encountered words, and the third one that is based on Facebook’s fastText language identification neural network model.

Dialect Identification Sentence +1

ARPA: Armenian Paraphrase Detection Corpus and Models

1 code implementation26 Sep 2020 Arthur Malajyan, Karen Avetisyan, Tsolak Ghukasyan

In this work, we employ a semi-automatic method based on back translation to generate a sentential paraphrase corpus for the Armenian language.

Translation

Word Embeddings for the Armenian Language: Intrinsic and Extrinsic Evaluation

1 code implementation7 Jun 2019 Karen Avetisyan, Tsolak Ghukasyan

In this work, we intrinsically and extrinsically evaluate and compare existing word embedding models for the Armenian language.

General Classification Morphological Tagging +3

pioNER: Datasets and Baselines for Armenian Named Entity Recognition

1 code implementation19 Oct 2018 Tsolak Ghukasyan, Garnik Davtyan, Karen Avetisyan, Ivan Andrianov

In this work, we tackle the problem of Armenian named entity recognition, providing silver- and gold-standard datasets as well as establishing baseline results on popular models.

named-entity-recognition Named Entity Recognition +2

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