Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling.
David HarbeckeChristoph AltPublished in: ACL (student) (2020)
Keyphrases
- language modeling
- language model
- text classification
- n gram
- information retrieval
- retrieval model
- classification accuracy
- probabilistic model
- cross lingual
- decision trees
- query expansion
- statistical language models
- natural language processing
- machine learning
- feature space
- maximum likelihood
- document retrieval
- feature selection
- question answering
- model selection
- information retrieval systems
- information extraction
- improvements in retrieval effectiveness
- training set
- feature vectors