Transformer-Based Disease and Drug Named Entity Recognition in Multilingual Clinical Texts: MultiCardioNER challenge.
Anna AksenovaAleksis DatserisSylvia VassilevaSvetla BoytchevaPublished in: CLEF (Working Notes) (2024)
Keyphrases
- named entity recognition
- information extraction
- disease diagnosis
- named entities
- clinical trials
- natural language processing
- disease progression
- natural language text
- text summarization
- semi supervised
- genia corpus
- relation extraction
- maximum entropy
- conditional random fields
- linguistic features
- annotated corpus
- health care professionals
- text documents
- health care
- question answering
- digital libraries
- classifier ensemble
- natural language
- machine learning
- chinese named entity recognition
- drug resistance
- clinical data
- cross language
- training data
- information retrieval
- cross language information retrieval
- cross lingual
- text mining
- expert systems
- bayesian networks