Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates. - Daniil Larionov; Artem Shelmanov; Elena Chistova; Ivan V. Smirnov (RANLP, 2019)

RST Discourse Parser for Russian: An Experimental Study of Deep Learning Models. - Elena Chistova; Artem Shelmanov; Dina Pisarevskaya; Maria Kobozeva; Vadim Isakov; Alexander Panchenko; Svetlana Toldova; Ivan V. Smirnov (AIST, 2020)

Personal Cognitive Assistant: Personalisation and Action Scenarios Expansion. - Elena Chistova; Margarita Suvorova; Gleb Kiselev; Ivan V. Smirnov (HAIS, 2021)

End-to-End Argument Mining over Varying Rhetorical Structures. - Elena Chistova (ACL (Findings), 2023)

Representation Learning for Hierarchical Classification of Entity Titles. - Elena Chistova (ICNLSP, 2023)

Light Coreference Resolution for Russian with Hierarchical Discourse Features. - Elena Chistova; Ivan V. Smirnov (CoRR, 2023)

Bilingual Rhetorical Structure Parsing with Large Parallel Annotations. - Elena Chistova (ACL (Findings), 2024)