Annotating Negation and Speculation: the Case of the Review Domain. - Natalia Konstantinova; Sheila C. M. de Sousa (RANLP Student Research Workshop, 2011)

A review corpus annotated for negation, speculation and their scope. - Natalia Konstantinova; Sheila C. M. de Sousa; Noa P. Cruz Díaz; Manuel J. Maña López; Maite Taboada; Ruslan Mitkov (LREC, 2012)

Knowledge acquisition from user reviews for interactive question answering. - Natalia Konstantinova (2013)

Boolean Matrix Factorisation for Collaborative Filtering: An FCA-Based Approach. - Dmitry I. Ignatov; Elena Nenova; Natalia Konstantinova; Andrey V. Konstantinov (AIMSA, 2014)

Review of Relation Extraction Methods: What Is New Out There? - Natalia Konstantinova (AIST, 2014)

FCA-Based Recommender Models and Data Analysis for Crowdsourcing Platform Witology. - Dmitry I. Ignatov; Alexandra Yu. Kaminskaya; Natalia Konstantinova; Alexander Malyukov; Jonas Poelmans (ICCS, 2014)

Concept Learning from Triadic Data. - Roman Zhuk; Dmitry I. Ignatov; Natalia Konstantinova (ITQM, 2014)

Recommender System for Crowdsourcing Platform Witology. - Dmitry I. Ignatov; Alexandra Yu. Kaminskaya; Natalia Konstantinova; Andrey V. Konstantinov (WI-IAT (2), 2014)

Online Recommender System for Radio Station Hosting: Experimental Results Revisited. - Dmitry I. Ignatov; Sergey I. Nikolenko; Taimuraz Abaev; Natalia Konstantinova (WI-IAT (2), 2014)

Learning Hypotheses from Triadic Labeled Data. - Dmitry I. Ignatov; Roman Zhuk; Natalia Konstantinova (WI-IAT (1), 2014)

Human and Machine Judgements for Russian Semantic Relatedness. - Alexander Panchenko; Dmitry Ustalov; Nikolay Arefyev; Denis Paperno; Natalia Konstantinova; Natalia V. Loukachevitch; Chris Biemann (AIST, 2016)

RUSSE: The First Workshop on Russian Semantic Similarity. - Alexander Panchenko; Natalia V. Loukachevitch; Dmitry Ustalov; Denis Paperno; Christian Meyer; Natalia Konstantinova (CoRR, 2018)