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Nadezhda Puchnina

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2020 – today

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2025
[c4]
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Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina:
Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection. COLING 2025: 3329-3344
2024
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  - journals/corr/abs-2412-20595
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Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina:
Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection. CoRR abs/2412.20595 (2024)
2023
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Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina:
Fine-tuning language models to recognize semantic relations. Lang. Resour. Evaluation 57(4): 1463-1486 (2023)
2020
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Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina:
Recognizing Semantic Relations: Attention-Based Transformers vs. Recurrent Models. ECIR (1) 2020: 561-574
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Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina:
Recognizing Semantic Relations by Combining Transformers and Fully Connected Models. LREC 2020: 5838-5845

2010 – 2019

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2019
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Dmitri Roussinov, Nadezhda Puchnina:
Combining Neural Networks and Pattern Matching for Ontology Mining - a Meta Learning Inspired Approach. ICSC 2019: 63-70

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