Towards Reproducible Machine Learning Research in Natural Language Processing.
Ana LucicMaurits J. R. BleekerSamarth BhargavJessica FordeKoustuv SinhaJesse DodgeSasha LuccioniRobert StojnicPublished in: ACL (tutorial) (2022)
Keyphrases
- machine learning
- natural language processing
- information extraction
- text mining
- natural language
- feature engineering
- computational linguistics
- computational biology
- pattern recognition
- machine learning methods
- wordnet
- data mining
- semantic analysis
- question answering
- learning algorithm
- knowledge representation
- decision trees
- machine learning algorithms
- text processing
- word sense disambiguation
- learning tasks
- language processing
- machine translation
- learning systems
- information systems
- speech processing
- support vector machine
- data analysis
- semantic relations
- active learning
- inductive learning
- named entity recognition
- artificial intelligence
- explanation based learning
- genetic algorithm
- neural network
- linguistic knowledge
- text summarization
- textual data
- part of speech
- machine learning approaches
- computer vision
- named entities
- unsupervised learning
- text classification
- case study
- knowledge discovery