3 papers
cs.CL2026
An Annotation Scheme and Classifier for Personal Facts in Dialogue
Konstantin Zaitsev
The advancement of Large Language Models (LLMs) has enabled their application in personalized dialogue systems. We present an extended annotation scheme for personal fact classific…
cs.CL2024
Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach
Konstantin Zaitsev
In recent years, Large Language Models (LLMs) gain considerable attention for their potential to enhance personalized experiences in virtual assistants and chatbots. A key area of…
cs.CL2024
Exploring the Effectiveness of Methods for Persona Extraction
Konstantin Zaitsev
The paper presents a study of methods for extracting information about dialogue participants and evaluating their performance in Russian. To train models for this task, the Multi-S…