HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science.
Yu SongSantiago MiretHuan ZhangBang LiuPublished in: EMNLP (Findings) (2023)
Keyphrases
- language model
- materials science
- language modeling
- probabilistic model
- n gram
- scientific data
- retrieval model
- query expansion
- document retrieval
- speech recognition
- language modelling
- information retrieval
- test collection
- statistical language models
- related fields
- ad hoc information retrieval
- context sensitive
- multimedia
- query terms
- document ranking
- pseudo relevance feedback
- relevance model
- data mining applications
- smoothing methods
- translation model
- databases
- query specific
- knowledge representation
- bayesian networks
- database systems
- data mining