Nikolai Rusnachenko

Nikolai Rusnachenko is a Post-Doctoral Research Fellow at Bournemouth University's CfACTs PLUS and NLP-MMI research groups, affiliated with the Talbot Campus. His work focuses on advancing natural language processing through interdisciplinary collaborations, particularly in targeted sentiment analysis, multi-document summarization, and biomedical search interfaces.

His research spans multiple domains, including:

• Developing deep learning models for sentiment attitude extraction in Russian and Vietnamese
• Creating context sampling frameworks for relation extraction in large texts
• Enhancing dialogue systems with literary personality traits
• Designing biomedical search interfaces

He has published extensively in venues like SemEval, IEEE WIC, and ACM conferences, working with collaborators across Russia, Vietnam, and the UK.

Recent publications highlight his expertise in:

• Applying LongT5 for Vietnamese media summarization
• Implementing chain-of-thought reasoning in emotion detection
• Advancing attention-based models for legal document analysis
• Optimizing biomedical information retrieval