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 XinKaifeng YunLinlu GongNianyi LinJianhui ChenZhili WuYunjia QiWeikai LiYong GuanKaisheng ZengJi QiHailong JinJinxin LiuYu GuYuan YaoNing DingLei HouZhiyuan LiuBin XuJie TangJuanzi LiPublished in: ICLR (2024)
Keyphrases
- language model
- world knowledge
- language modeling
- n gram
- bag of words
- feature generation
- knowledge sources
- noun phrases
- document retrieval
- information retrieval
- probabilistic model
- natural language text
- background knowledge
- retrieval model
- query terms
- test collection
- query expansion
- vector space model
- document representation
- pseudo relevance feedback
- wikipedia articles
- knowledge base
- information extraction
- retrieval effectiveness
- action recognition
- word sense disambiguation
- text classification
- image classification