TY  CONF
TI  LIMITATIONS OF APPLYING LARGE LANGUAGE MODELS TO TABULAR FINANCIAL DATA
KW  LLM
KW  Transformers
KW  neural networks
KW  ensemble algorithms
KW  ROC-AUC
KW  Accuracy
KW  F-1 score
KW  XGBoost
KW  CatBoost
KW  Random Forest
KW  SMOTE
JO  MODELING INFORMATION SYSTEMS AND TECHNOLOGIES – 2026
AU  Zhukova, E.A.
AU  Antsiferova, V.I.
AU  Solodova, M.S.
PY  2026
PB  FSBE Institution of Higher Education Voronezh State University of Forestry and Technologies named after G.F. Morozov