A comprehensive evaluation of large Language models on benchmark biomedical text processing tasks.
Israt JahanMd. Tahmid Rahman LaskarChun PengJimmy Xiangji HuangPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- language model
- text processing
- comprehensive evaluation
- information extraction
- text mining
- language modeling
- information retrieval
- natural language processing
- n gram
- document retrieval
- retrieval model
- probabilistic model
- speech recognition
- entity extraction
- test collection
- query expansion
- smoothing methods
- language modelling
- scientific literature
- statistical language models
- relevance model
- ad hoc information retrieval
- language models for information retrieval
- language model for information retrieval
- biomedical literature
- machine learning
- document ranking
- data analysis
- field of natural language processing
- query terms
- query specific
- vector space model
- context sensitive