Effect of Hierarchical Domain-specific Language Models and Attention in the Classification of Decisions for Legal Cases.
Nishchal PrasadMohand BoughanemTaoufiq DkakiPublished in: CIRCLE (2022)
Keyphrases
- language model
- domain specific
- language modeling
- legal cases
- document retrieval
- probabilistic model
- retrieval model
- n gram
- classification accuracy
- information retrieval
- speech recognition
- text classification
- test collection
- statistical language models
- query expansion
- language modelling
- context sensitive
- image classification
- machine learning
- artificial intelligence
- decision trees
- vector space model
- relevance model
- smoothing methods
- keywords
- feature selection
- class labels
- feature vectors
- naive bayes classifier
- translation model
- naive bayes
- information retrieval systems
- decision makers
- okapi bm