2 papers
q-fin.CP2026
Instruction Finetuning LLaMA-3-8B Model Using LoRA for Financial Named Entity Recognition
Zhiming Lian
Particularly, financial named-entity recognition (NER) is one of the many important approaches to translate unformatted reports and news into structured knowledge graphs. However,…
cs.LG2025
Financial Text Classification Based On rLoRA Finetuning On Qwen3-8B model
Zhiming Lian
Financial text classification has increasingly become an important aspect in quantitative trading systems and related tasks, such as financial sentiment analysis and the classifica…