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Nicolay Rusnachenko

nicolay-r
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https://nicolayr.com/

AI & ML interests

NLP for Healthcare āš•ļø @BU_Research惻PhD in NLP / IR 惻Textual Information Retrieval

Recent Activity

authored a paper 3 days ago
NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression
updated a collection 5 days ago
sentiment-analysis-advances
posted an update 23 days ago
šŸ“¢ For those who experimening with large language models in clinical domain, this might be relevant. So far we participated in Task 4 of the ArchEHR-QA 2026 shared task. The task requires aligning answers to patient questions with clinical evidence. Our approach encodes clinical reasoning principles directly into the prompt, evaluated in a zero-shot setting. Results: +2% improvement with ChatGPT-5.2. No measurable gain with Llama-3 70B, indicating the approach benefits larger-scale models. šŸŒŸ Code: https://github.com/nicolay-r/ArchEHR-QA-2026-Task-4-MedEvi-NS šŸ“Š Shared task: https://www.codabench.org/competitions/13528/
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