A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery.
Yu ZhangXiusi ChenBowen JinSheng WangShuiwang JiWei WangJiawei HanPublished in: CoRR (2024)
Keyphrases
- scientific discovery
- language model
- language modeling
- document retrieval
- knowledge discovery
- artificial intelligence
- probabilistic model
- human reasoning
- n gram
- query expansion
- context sensitive
- ad hoc information retrieval
- information retrieval
- language modelling
- test collection
- retrieval model
- language models for information retrieval
- statistical language models
- speech recognition
- relevance model
- translation model
- document ranking
- query terms
- co occurrence
- vector space model
- cross lingual
- smoothing methods
- data analysis
- real world