Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks. - Edward Collins; Nikolai Rozanov; Bingbing Zhang (CoNLL, 2018)

LIDA: Lightweight Interactive Dialogue Annotator. - Edward Collins; Nikolai Rozanov; Bingbing Zhang (EMNLP/IJCNLP (3), 2019)

Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers. - Anne Lauscher; Olga Majewska; Leonardo F. R. Ribeiro; Iryna Gurevych; Nikolai Rozanov; Goran Glavas (CoRR, 2020)

MATILDA - Multi-AnnoTator multi-language InteractiveLight-weight Dialogue Annotator. - Davide Cucurnia; Nikolai Rozanov; Irene Sucameli; Augusto Ciuffoletti; Maria Simi (EACL (System Demonstrations), 2021)

Connecting the Semantic Dots: Zero-shot Learning with Self-Aligning Autoencoders and a New Contrastive-Loss for Negative Sampling. - Mohammed Terry-Jack; Nikolai Rozanov (ICMLA, 2022)

Learning From Free-Text Human Feedback - Collect New Datasets Or Extend Existing Ones? - Dominic Petrak; Nafise Sadat Moosavi; Ye Tian; Nikolai Rozanov; Iryna Gurevych (EMNLP, 2023)

IsoChronoMeter: A Simple and Effective Isochronic Translation Evaluation Metric. - Nikolai Rozanov; Vikentiy Pankov; Dmitrii Mukhutdinov; Dima Vypirailenko (WMT, 2024)

Efficient Exploration in Deep Reinforcement Learning: A Novel Bayesian Actor-Critic Algorithm. - Nikolai Rozanov (CoRR, 2024)

StateAct: State Tracking and Reasoning for Acting and Planning with Large Language Models. - Nikolai Rozanov; Marek Rei (CoRR, 2024)