ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks.
Yuliang LiuXiangru TangZefan CaiJunjie LuYichi ZhangYanjun ShaoZexuan DengHelan HuZengxian YangKaikai AnRuijun HuangShuzheng SiSheng ChenHaozhe ZhaoZhengliang LiLiang ChenYiming ZongYan WangTianyu LiuZhiwei JiangBaobao ChangYujia QinWangchunshu ZhouYilun ZhaoArman CohanMark GersteinPublished in: CoRR (2023)
Keyphrases
- learning tasks
- language model
- open source
- language modeling
- n gram
- machine learning
- probabilistic model
- learning algorithm
- transfer learning
- retrieval model
- maximum likelihood
- information retrieval
- language modelling
- supervised learning
- machine learning algorithms
- learning experience
- query expansion
- smoothing methods
- statistical language models
- language models for information retrieval
- kernel methods
- context sensitive
- multimedia
- high dimensional
- data sets
- multi label
- prior knowledge
- reinforcement learning
- relevance model