#Financial LLMs

3개의 포스트

[논문리뷰] Unlocking Data Value in Finance: A Study on Distillation and Difficulty-Aware Training

arXiv에 게시된 'Unlocking Data Value in Finance: A Study on Distillation and Difficulty-Aware Training' 논문에 대한 자세한 리뷰입니다.

#Review #Financial LLMs #Data-Centric AI #Distillation #Chain-of-Thought (CoT)#Reinforcement Learning (RL)#Supervised Fine-Tuning (SFT)#Difficulty-Aware Training #Data Quality

2026년 3월 9일

[논문리뷰] FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning

Jiashuo Liu이 arXiv에 게시한 'FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning' 논문에 대한 자세한 리뷰입니다.

#Review #Financial LLMs #Agent Benchmarking #Open-domain Search #Financial Reasoning #Time-Sensitive Data #Multi-hop QA #Tool Use

2025년 9월 19일

[논문리뷰] From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models

Ziyan Kuang이 arXiv에 게시한 'From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models' 논문에 대한 자세한 리뷰입니다.

#Review #Financial LLMs #Cognitive Diagnosis Model #LLM Evaluation #Knowledge Assessment #Matrix Factorization #CPA-QKA #Interpretability

2025년 8월 21일