Alexander Sergeev- Researcher at European University at Saint Petersburg
Alexander Sergeev
- Researcher at European University at Saint Petersburg
About
5
Publications
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Current institution
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March 2023 - December 2024
Publications
Publications (5)
Diary analysis presents challenges, particularly in extracting meaningful information from large corpora, where traditional methods often fail to deliver satisfactory results. This study introduces a novel method based on Large Language Models (LLMs) to identify and cluster the various purposes of diary writing. By "purposes," we refer to the inten...
Access to humanities research databases is often hindered by the limitations of traditional interaction formats, particularly in the methods of searching and response generation. This study introduces an LLM-based smart assistant designed to facilitate natural language communication with digital humanities data. The assistant, developed in a chatbo...
Large-scale pre-trained language models have demonstrated impressive results in producing human-like texts. However, controlling the text generation process remains a challenge for researchers. Controllable text generation consists of generating sentences that satisfy desired constraints (e.g., sentiment, topic, or keywords). Recent studies that co...
Controllable story generation towards keywords or key phrases is one of the purposes of using language models. Recent work has shown that various decoding strategies prove to be effective in achieving a high level of language control. Such strategies require less computational resources compared to approaches based on fine-tuning pre-trained langua...
