SciKnowEval: Evaluating Multi-level Scientific Knowledge of Large Language Models.
Kehua FengKeyan DingWeijie WangXiang ZhuangZeyuan WangMing QinYu ZhaoJianhua YaoQiang ZhangHuajun ChenPublished in: CoRR (2024)
Keyphrases
- language model
- scientific knowledge
- language modeling
- n gram
- document retrieval
- probabilistic model
- language modelling
- qualitative and quantitative
- speech recognition
- retrieval model
- test collection
- query expansion
- information retrieval
- statistical language models
- smoothing methods
- science learning
- context sensitive
- ad hoc information retrieval
- vector space model
- relevance model
- language model for information retrieval
- document ranking
- science education
- pseudo relevance feedback
- widely accepted
- keywords
- bayesian networks