A Path Towards Legal Autonomy: An interoperable and explainable approach to extracting, transforming, loading and computing legal information using large language models, expert systems and Bayesian networks.
Axel ConstantHannes WestermannBryan WilsonAlex B. KieferInês HipólitoSylvain PronovostSteven SwansonMahault AlbarracinMaxwell J. D. RamsteadPublished in: CoRR (2024)
Keyphrases
- legal information
- language model
- bayesian networks
- expert systems
- metadata
- probabilistic model
- language modeling
- legal texts
- n gram
- huge amounts
- document retrieval
- speech recognition
- language modelling
- retrieval model
- statistical language models
- digital libraries
- test collection
- information retrieval
- ad hoc information retrieval
- smoothing methods
- query expansion
- vector space model
- query specific
- relevance model
- knowledge representation
- language models for information retrieval
- translation model
- context sensitive
- query terms
- structure learning
- cross lingual
- web documents
- generative model