Instruction-tuned Mistral 7B achieves modestly higher F1 than CNN/LSTM on next merchant category prediction, but the evaluation lacks significance tests and the weighted F1 is dominated by an 'Other' class.
”Forecasting purchase categories by trans- actional data: A comparative study of classification methods.” Lecture Notes in Computer Science
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.IR 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Instruction-Based Fine-tuning of Open-Source LLMs for Predicting Customer Purchase Behaviors
Instruction-tuned Mistral 7B achieves modestly higher F1 than CNN/LSTM on next merchant category prediction, but the evaluation lacks significance tests and the weighted F1 is dominated by an 'Other' class.