Disembodied Machine Learning: On the Illusion of Objectivity in NLP.
Zeerak WaseemSmarika LulzJoachim BingelIsabelle AugensteinPublished in: CoRR (2021)
Keyphrases
- machine learning
- natural language processing
- information extraction
- text mining
- natural language
- computational linguistics
- machine learning methods
- artificial intelligence
- computational intelligence
- data mining
- machine learning algorithms
- learning tasks
- knowledge acquisition
- textual entailment
- machine learning approaches
- semi supervised learning
- knowledge representation
- feature selection
- genetic algorithm
- text processing
- free text
- learning algorithm
- supervised learning
- question answering
- learning environment
- computer generated
- real time
- real world
- natural language understanding
- statistical methods
- computational biology
- named entity recognition
- data sets
- inductive logic programming
- learning problems
- named entities
- learning systems
- knowledge base
- wordnet
- text classification
- pattern recognition
- support vector machine