Ivan Smirnov

5 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

COLING (2) NAACL (2) EMNLP (1)

Top co-authors

Artem Shelmanov (3) Gleb Kuzmin (3) Dina Pisarevskaya (2) Elena Chistova (1) Ekaterina Rakhilina (1) Sergei Obiedkov (1) Timothy Baldwin (1) Svetlana Toldova (1) Ekaterina Zalivina (1) Natalia Chudova (1)

Keywords

text classification (4) natural language processing (2) mental health detection (1) selective classification (1) support vector machine (1) depression detection (1) fake news detection (1) bert embedding (1) model fairness (1) error annotation (1) clinical text (1) second language acquisition (1) mental health (1) clinical text classification (1) discourse relation (1) russian language (1) learner corpus (1) large language model (1) mental health classification (1) encoder-based model (1)

Papers

Exploring Large Language Models for Detecting Mental Disorders EMNLP 2025

Inference-Time Selective Debiasing to Enhance Fairness in Text Classification Models NAACL 2025

Russian Learner Corpus: Towards Error-Cause Annotation for L2 Russian COLING 2024

Fake news detection for the Russian language COLING 2020

Towards the Data-driven System for Rhetorical Parsing of Russian Texts NAACL 2019