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Add FinLLM-Bench paper to Financial-domain LMs#3

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WhymustIhaveaname:add-finllm-bench
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Add FinLLM-Bench paper to Financial-domain LMs#3
WhymustIhaveaname wants to merge 1 commit into
adlnlp:mainfrom
WhymustIhaveaname:add-finllm-bench

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Adds a new entry to the Financial-domain LMs section:

FinLLM-Bench — LLMs Meet Finance: Fine-Tuning Foundation Models for the Open FinLLM Leaderboard (arXiv 2504.13125)

Fine-tunes Qwen2.5 and DeepSeek-R1 for financial tasks via SFT + DPO + RL. Achieves strong results on the Open FinLLM Leaderboard with analysis of financial data scaling laws.

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