Svetla Peneva Koeva


2025

The paper presents the large dataset IfGPT, which contains available corpora and datasets for Bulgarian, and describes methods to continuously expand it with unduplicated and unbiased Bulgarian data. The samples in the dataset are annotated with metadata that enable effective extraction of domain- and application-oriented datasets for fine-tuning or Retrieval Augmented Generation (RAG) of large language models (LLMs). The paper focuses on the description of the extended metadata of the IfGPT dataset and its management in a graph database.

2023