KoLA: Carefully Benchmarking World Knowledge of Large Language Models.
Jifan YuXiaozhi WangShangqing TuShulin CaoDaniel Zhang-liXin LvHao PengZijun YaoXiaohan ZhangHanming LiChunyang LiZheyuan ZhangYushi BaiYantao LiuAmy XinNianyi LinKaifeng YunLinlu GongJianhui ChenZhili WuYunjia QiWeikai LiYong GuanKaisheng ZengJi QiHailong JinJinxin LiuYu GuYuan YaoNing DingLei HouZhiyuan LiuBin XuJie TangJuanzi LiPublished in: CoRR (2023)
Keyphrases
- language model
- world knowledge
- n gram
- language modeling
- feature generation
- bag of words
- probabilistic model
- background knowledge
- document retrieval
- knowledge sources
- noun phrases
- information retrieval
- retrieval model
- query expansion
- query terms
- natural language text
- test collection
- knowledge base
- pseudo relevance feedback
- vector space model
- document representation