A Feature Based Simple Machine Learning Approach with Word Embeddings to Named Entity Recognition on Tweets.
Mete TaspinarMurat Can GanizTankut AcarmanPublished in: NLDB (2017)
Keyphrases
- named entity recognition
- named entities
- information extraction
- natural language processing
- machine learning
- co occurrence
- text summarization
- text mining
- noun phrases
- maximum entropy classifier
- word sense disambiguation
- conditional random fields
- natural language
- relation extraction
- semi supervised
- named entity recognizer
- maximum entropy
- question answering
- supervised learning
- dimensionality reduction
- n gram
- pattern recognition
- computer vision
- data mining
- classifier ensemble
- information retrieval
- part of speech
- decision trees
- similarity measure
- machine learning methods
- text documents
- unsupervised learning
- text classification
- knowledge representation
- principal component analysis