OntoLM: Integrating Knowledge Bases and Language Models for classification in the medical domain.
Fabio Yáñez-RomeroAndrés MontoyoRafael MuñozYoan GutiérrezArmando SuárezPublished in: Proces. del Leng. Natural (2024)
Keyphrases
- language model
- medical domain
- language modeling
- document retrieval
- knowledge base
- n gram
- information retrieval
- probabilistic model
- statistical language models
- test collection
- retrieval model
- classification accuracy
- clinical practice
- pattern recognition
- decision trees
- domain specific
- smoothing methods
- speech recognition
- query expansion
- knowledge representation
- relevance model
- clinical trials
- medical records
- model selection
- text mining
- feature vectors
- machine learning
- feature selection
- computer vision
- document ranking
- statistical language modeling
- language models for information retrieval
- text classification
- information extraction
- expert systems
- feature space
- feature extraction
- decision making