Trusting deep learning natural-language models via local and global explanations.
Francesco VenturaSalvatore GrecoDaniele ApilettiTania CerquitelliPublished in: Knowl. Inf. Syst. (2022)
Keyphrases
- language model
- deep learning
- language modeling
- n gram
- probabilistic model
- retrieval model
- query expansion
- language modelling
- unsupervised learning
- unsupervised feature learning
- document retrieval
- machine learning
- statistical language models
- test collection
- information retrieval
- language models for information retrieval
- document ranking
- smoothing methods
- mental models
- weakly supervised
- computer vision
- maximum likelihood
- active learning
- pairwise
- pattern recognition
- bayesian networks
- similarity measure
- clustering algorithm
- data mining