ActiveLink: Deep Active Learning for Link Prediction in Knowledge Graphs. - Natalia Ostapuk; Jie Yang 028; Philippe Cudré-Mauroux (WWW, 2019)

SectionLinks: Mapping Orphan Wikidata Entities onto Wikipedia Sections. - Natalia Ostapuk; Djellel Eddine Difallah; Philippe Cudré-Mauroux (Wikidata@ISWC, 2020)

RETA: A Schema-Aware, End-to-End Solution for Instance Completion in Knowledge Graphs. - Paolo Rosso; Dingqi Yang; Natalia Ostapuk; Philippe Cudré-Mauroux (WWW, 2021)

ParaGraph: Mapping Wikidata Tail Entities to Wikipedia Paragraphs. - Natalia Ostapuk; Djellel Eddine Difallah; Philippe Cudré-Mauroux (IEEE Big Data, 2022)

AttentionXML VS LLMs: An Empirical Evaluation of Extreme Multi-Label Classification Techniques. - Bhargav Solanki; Natalia Ostapuk; Ljiljana Dolamic; Alain Mermoud; Philippe Cudré-Mauroux (IEEE Big Data, 2024)

Leveraging Pre-Trained Extreme Multi-Label Classifiers for Zero-Shot Learning. - Natalia Ostapuk; Ljiljana Dolamic; Alain Mermoud; Philippe Cudré-Mauroux (SDS, 2024)

Follow the Path: Hierarchy-Aware Extreme Multi-Label Completion for Semantic Text Tagging. - Natalia Ostapuk; Julien Audiffren; Ljiljana Dolamic; Alain Mermoud; Philippe Cudré-Mauroux (WWW, 2024)

Measuring the Groundedness of Legal Question-Answering Systems. - Dietrich Trautmann; Natalia Ostapuk; Quentin Grail; Adrian Alan Pol; Guglielmo Bonifazi; Shang Gao; Martin Gajek (CoRR, 2024)

Likert or Not: LLM Absolute Relevance Judgments on Fine-Grained Ordinal Scales. - Charles Godfrey; Ping Nie; Natalia Ostapuk; David Ken; Shang Gao; Souheil Inati (CoRR, 2025)