3 papers
cs.CL2025
Optimizing Multimodal Language Models through Attention-based Interpretability
Alexander Sergeev, Evgeny Kotelnikov
Modern large language models become multimodal, analyzing various data formats like text and images. While fine-tuning is effective for adapting these multimodal language models (M…
cs.CL2025
Talking to Data: Designing Smart Assistants for Humanities Databases
Alexander Sergeev, Valeriya Goloviznina, Mikhail Melnichenko +1
Access to humanities research databases is often hindered by the limitations of traditional interaction formats, particularly in the methods of searching and response generation. T…
cs.CL2025
Do LLMs Understand Why We Write Diaries? A Method for Purpose Extraction and Clustering
Valeriya Goloviznina, Alexander Sergeev, Mikhail Melnichenko +1
Diary analysis presents challenges, particularly in extracting meaningful information from large corpora, where traditional methods often fail to deliver satisfactory results. This…