Search Results for author: Kirill Milintsevich

Found 5 papers, 1 papers with code

Your Model Is Not Predicting Depression Well And That Is Why: A Case Study of PRIMATE Dataset

no code implementations1 Mar 2024 Kirill Milintsevich, Kairit Sirts, Gaël Dias

This paper addresses the quality of annotations in mental health datasets used for NLP-based depression level estimation from social media texts.

Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources

1 code implementation EACL 2021 Kirill Milintsevich, Kairit Sirts

We also compare with other methods of integrating external data into lemmatization and show that our enhanced system performs considerably better than a simple lexicon extension method based on the Stanza system, and it achieves complementary improvements w. r. t.

Data Augmentation LEMMA +1

Evaluating Multilingual BERT for Estonian

no code implementations1 Oct 2020 Claudia Kittask, Kirill Milintsevich, Kairit Sirts

Recently, large pre-trained language models, such as BERT, have reached state-of-the-art performance in many natural language processing tasks, but for many languages, including Estonian, BERT models are not yet available.

Morphological Tagging NER +3

Automated Word Stress Detection in Russian

no code implementations WS 2017 Maria Ponomareva, Kirill Milintsevich, Ekaterina Chernyak, Anatoly Starostin

In this study we address the problem of automated word stress detection in Russian using character level models and no part-speech-taggers.

Char-RNN for Word Stress Detection in East Slavic Languages

no code implementations WS 2019 Ekaterina Chernyak, Maria Ponomareva, Kirill Milintsevich

We explore how well a sequence labeling approach, namely, recurrent neural network, is suited for the task of resource-poor and POS tagging free word stress detection in the Russian, Ukranian, Belarusian languages.

POS POS Tagging +1

Cannot find the paper you are looking for? You can Submit a new open access paper.