System Description of Supervised and Unsupervised Neural Machine Translation Approaches from "NL Processing" Team at DeepHack.Babel Task. - Ilya Gusev; Artem Oboturov (LoResMT@AMTA, 2018)

Improving part-of-speech tagging via multi-task learning and character-level word representations. - Daniil Anastasyev; Ilya Gusev; Eugene Indenbom (CoRR, 2018)

Importance of Copying Mechanism for News Headline Generation. - Ilya Gusev (CoRR, 2019)

Dataset for Automatic Summarization of Russian News. - Ilya Gusev (CoRR, 2020)

Advances of Transformer-Based Models for News Headline Generation. - Alexey Bukhtiyarov; Ilya Gusev (CoRR, 2020)

Russian News Clustering and Headline Selection Shared Task. - Ilya Gusev; Ivan Smurov (CoRR, 2021)

HeadlineCause: A Dataset of News Headlines for Detecting Casualties. - Ilya Gusev; Alexey Tikhonov (CoRR, 2021)

HeadlineCause: A Dataset of News Headlines for Detecting Causalities. - Ilya Gusev; Alexey Tikhonov (LREC, 2022)

Russian Texts Detoxification with Levenshtein Editing. - Ilya Gusev (CoRR, 2022)

Don't Lose the Message While Paraphrasing: A Study on Content Preserving Style Transfer. - Nikolay Babakov; David Dale; Ilya Gusev; Irina Krotova; Alexander Panchenko (NLDB, 2023)

PingPong: A Benchmark for Role-Playing Language Models with User Emulation and Multi-Model Evaluation. - Ilya Gusev (CoRR, 2024)

HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval. - Arian Askari; Emmanouil Stergiadis; Ilya Gusev; Moran Beladev (ACL (1), 2025)

Controlling Summarization Length Through EOS Token Weighting. - Zeno Belligoli; Emmanouil Stergiadis; Eran Fainman; Ilya Gusev (CoRR, 2025)