MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling.
Yu SongSantiago MiretBang LiuPublished in: ACL (1) (2023)
Keyphrases
- language model
- materials science
- computational linguistics
- information retrieval
- language modeling
- natural language processing
- probabilistic model
- natural language
- n gram
- scientific data
- retrieval model
- text mining
- statistical language models
- query expansion
- free text
- language processing
- speech recognition
- context sensitive
- database
- multiword
- document level
- smoothing methods
- text retrieval
- relevance model
- document retrieval
- language modelling
- query terms
- language models for information retrieval
- test collection
- question answering
- data model
- databases
- statistical language modeling
- data mining
- document ranking
- information extraction
- wordnet
- vector space model
- related fields
- artificial intelligence
- text summarization
- text documents
- relevance feedback
- translation model
- information retrieval systems
- pseudo relevance feedback
- search engine
- machine learning