Scientific Large Language Models: A Survey on Biological & Chemical Domains.
Qiang ZhangKeyang DingTianwen LyvXinda WangQingyu YinYiwen ZhangJing YuYuhao WangXiaotong LiZhuoyi XiangXiang ZhuangZeyuan WangMing QinMengyao ZhangJinlu ZhangJiyu CuiRenjun XuHongyang ChenXiaohui FanHuabin XingHuajun ChenPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- retrieval model
- information retrieval
- statistical language models
- molecular level
- language modelling
- document retrieval
- context sensitive
- drug discovery
- speech recognition
- query expansion
- test collection
- smoothing methods
- document ranking
- language models for information retrieval
- ad hoc information retrieval
- scientific data
- term dependencies
- vector space model
- query terms
- language model for information retrieval
- relevance model
- pseudo relevance feedback
- word error rate
- cross lingual
- retrieval effectiveness
- language modeling approaches