output
20072026
most citedCatBoost: unbiased boosting with categorical features

1.1k citations

Showing 2022Show all

9 papers · 1 filter

cs.CL2022★ 19 cited

RuCoLA: Russian Corpus of Linguistic Acceptability

Vladislav Mikhailov, Tatiana Shamardina, Max Ryabinin +3

Linguistic acceptability (LA) attracts the attention of the research community due to its many uses, such as testing the grammatical knowledge of language models and filtering impl…

cs.DL2022★ 12 cited

The 'Problematic Paper Screener' automatically selects suspect publications for post-publication (re)assessment

Guillaume Cabanac, Cyril Labbé, Alexander Magazinov

Post publication assessment remains necessary to check erroneous or fraudulent scientific publications. We present an online platform, the 'Problematic Paper Screener' (https://www…

cs.DL2022★ 6 cited

Improper legitimization of hijacked journals through citations

Anna Abalkina, Guillaume Cabanac, Cyril Labbé +1

The goal is to study the prevalence of citajacked papers: papers in authentic scientific journals citing hijacked journals, in academic literature. A Citejacked detector was design…

q-bio.TO2022★ 4 cited

It is useful to analyze correlation graphs

A. N. Gorban, T. A. Tyukina, L. I. Pokidysheva +1

In 1987, we analyzed the changes in correlation graphs between various features of the organism during stress and adaptation. After 33 years of research of many authors, discoverie…

astro-ph.SR2022

Reconstruction of photospheric velocity fields from highly corrupted data

Erico L. Rempel, Roman Chertovskih, Kamilla R. Davletshina +3

The analysis of the photospheric velocity field is essential for understanding plasma turbulence in the solar surface, which may be responsible for driving processes such as magnet…

cs.IR2022

Efficient Mixed Dimension Embeddings for Matrix Factorization

Dmitrii Beloborodov, Andrei Zimovnov, Petr Molodyk +1

Despite the prominence of neural network approaches in the field of recommender systems, simple methods such as matrix factorization with quadratic loss are still used in industry…