The FinBen: An Holistic Financial Benchmark for Large Language Models.
Qianqian XieWeiguang HanZhengyu ChenRuoyu XiangXiao ZhangYueru HeMengxi XiaoDong LiYongfu DaiDuanyu FengYijing XuHaoqiang KangZiyan KuangChenhan YuanKailai YangZheheng LuoTianlin ZhangZhiwei LiuGuojun XiongZhiyang DengYuechen JiangZhiyuan YaoHaohang LiYangyang YuGang HuJiajia HuangXiao-Yang LiuAlejandro Lopez-LiraBenyou WangYanzhao LaiHao WangMin PengSophia AnaniadouJimin HuangPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- n gram
- speech recognition
- probabilistic model
- document retrieval
- retrieval model
- information retrieval
- language modelling
- test collection
- query expansion
- smoothing methods
- ad hoc information retrieval
- statistical language models
- context sensitive
- language models for information retrieval
- vector space model
- pseudo relevance feedback
- relevance model
- language model for information retrieval
- document ranking
- translation model
- expert finding
- query specific
- term dependencies
- passage retrieval
- query terms
- co occurrence
- web search
- information extraction
- decision trees