Large Language Models Struggle in Token-Level Clinical Named Entity Recognition.
Qiuhao LuRui LiAndrew WenJinlian WangLiwei WangHongfang LiuPublished in: CoRR (2024)
Keyphrases
- language model
- named entity recognition
- information extraction
- language modeling
- named entities
- probabilistic model
- natural language processing
- conditional random fields
- text summarization
- document retrieval
- semi supervised
- retrieval model
- maximum entropy
- n gram
- query expansion
- information retrieval
- relevance model
- test collection
- annotated corpus
- relation extraction
- language models for information retrieval
- vector space model
- query terms
- smoothing methods
- pseudo relevance feedback
- image annotation
- question answering
- object recognition