Nadezhda Puchnina

According to our database, Nadezhda Puchnina authored at least 5 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection.

Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2023

Fine-tuning language models to recognize semantic relations.

Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina

Lang. Resour. Evaluation, December, 2023

2020

Recognizing Semantic Relations by Combining Transformers and Fully Connected Models.

Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Recognizing Semantic Relations: Attention-Based Transformers vs. Recurrent Models.

Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina

Proceedings of the Advances in Information Retrieval, 2020

2019

Combining Neural Networks and Pattern Matching for Ontology Mining - a Meta Learning Inspired Approach.

Dmitri Roussinov, Nadezhda Puchnina

Proceedings of the 13th IEEE International Conference on Semantic Computing, 2019