| 2017 | AI | Confused and Thankful: Multi-label Sentiment Classification of Health Forums. | Victoria Bobicev, Marina Sokolova |
| 2017 | RANLP | Inter-Annotator Agreement in Sentiment Analysis: Machine Learning Perspective. | Victoria Bobicev, Marina Sokolova |
| 2017 | RANLP | Good News vs. Bad News: What are they talking about? | Olga Kanishcheva, Victoria Bobicev |
| 2015 | AI | Sentiment and Factual Transitions in Online Medical Forums. | Victoria Bobicev, Marina Sokolova, Michael P. Oakes |
| 2015 | DIS | No Sentiment is an Island - Sentiment Classification on Medical Forums. | Victoria Bobicev, Marina Sokolova |
| 2015 | RANLP | Learning Relationship between Authors' Activity and Sentiments: A case study of online medical forums. | Marina Sokolova, Victoria Bobicev |
| 2013 | RANLP | Authorship Attribution in Health Forums. | Victoria Bobicev, Marina Sokolova, Khaled El Emam, Stan Matwin |
| 2013 | RANLP | What Sentiments Can Be Found in Medical Forums? | Marina Sokolova, Victoria Bobicev |
| 2012 | AI | Learning Sentiments from Tweets with Personal Health Information. | Victoria Bobicev, Marina Sokolova, Yasser Jafer, David Schramm |
| 2011 | RANLP | Sentiments and Opinions in Health-related Web messages. | Marina Sokolova, Victoria Bobicev |
| 2011 | RANLP | Agreement: How to Reach it? Defining Language Features Leading to Agreement in Discourse. | Tatiana Zidrasco, Victoria Bobicev, Shun Shiramatsu, Tadachika Ozono, Toramatsu Shintani |
| 2010 | CICLING | Emotions in Words: Developing a Multilingual WordNet-Affect. | Victoria Bobicev, Victoria Maxim, Tatiana Prodan, Natalia Burciu, Victoria Anghelus |
| 2009 | RANLP | Classification of Emotion Words in Russian and Romanian Languages. | Marina Sokolova, Victoria Bobicev |
| 2008 | AAAI | An Effective and Robust Method for Short Text Classification. | Victoria Bobicev, Marina Sokolova |
| 2008 | LREC | Estimating Word Phonosemantics. | Victoria Bobicev, Tatiana Zidrasco |