Resource-Size Matters: Improving Neural Named Entity Recognition with Optimized Large Corpora.
Sajawel AhmedAlexander MehlerPublished in: ICMLA (2018)
Keyphrases
- named entity recognition
- natural language processing
- annotated corpus
- information extraction
- named entities
- text summarization
- conditional random fields
- maximum entropy
- semi supervised
- sequence labeling
- question answering
- relation extraction
- classifier ensemble
- natural language
- text mining
- co occurrence
- graphical models
- information retrieval systems
- image processing
- hand coded
- computer vision
- maximum entropy classifier
- pos taggers
- proper names
- machine learning
- part of speech
- word sense disambiguation
- hidden markov models
- high dimensional
- feature selection
- information retrieval