BiTeM at WNUT 2020 Shared Task-1: Named Entity Recognition over Wet Lab Protocols using an Ensemble of Contextual Language Models.
Julien KnafouNona NaderiJenny CoparaDouglas TeodoroPatrick RuchPublished in: W-NUT@EMNLP (2020)
Keyphrases
- named entity recognition
- language model
- wet lab
- classifier ensemble
- context sensitive
- information extraction
- named entities
- language modeling
- natural language processing
- probabilistic model
- maximum entropy
- conditional random fields
- semi supervised
- document retrieval
- n gram
- information retrieval
- relation extraction
- protein protein interactions
- retrieval model
- text summarization
- ensemble methods
- semantic role labeling
- test collection
- vector space model
- query expansion
- relevance model
- sequence labeling
- translation model
- text mining
- base classifiers
- feature selection