Combining Neural Networks and Pattern Matching for Ontology Mining - a Meta Learning Inspired Approach. - Dmitri Roussinov; Nadezhda Puchnina (ICSC, 2019)

Recognizing Semantic Relations: Attention-Based Transformers vs. Recurrent Models. - Dmitri Roussinov; Serge Sharoff; Nadezhda Puchnina (ECIR (1), 2020)

Recognizing Semantic Relations by Combining Transformers and Fully Connected Models. - Dmitri Roussinov; Serge Sharoff; Nadezhda Puchnina (LREC, 2020)

Fine-tuning language models to recognize semantic relations. - Dmitri Roussinov; Serge Sharoff; Nadezhda Puchnina (Lang. Resour. Evaluation, 2023)

Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection. - Dmitri Roussinov; Serge Sharoff; Nadezhda Puchnina (COLING, 2025)