Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method.
Fernando TriasHongming WangSylvain JaumeStratos IdreosPublished in: NLLP@EMNLP (2021)
Keyphrases
- named entity recognition
- state machine
- ensemble methods
- classifier ensemble
- text summarization
- named entities
- information extraction
- named entity disambiguation
- natural language processing
- named entity recognizer
- prediction accuracy
- benchmark datasets
- fault tolerant
- ensemble learning
- maximum entropy
- semi supervised
- conditional random fields
- base classifiers
- text mining
- finite state machines
- random forest
- relation extraction
- machine learning methods
- decision trees
- information retrieval
- ensemble classifier
- annotated corpus
- question answering
- bayesian networks
- data sets
- wordnet
- knowledge discovery
- artificial intelligence