SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain.
Pierre ColomboTelmo PiresMalik BoudiafRui MeloDominic CulverSofia MorgadoEtienne MalaboeufGabriel HautreuxJohanne CharpentierMichael DesaPublished in: CoRR (2024)
Keyphrases
- domain adaptation
- cross domain
- target domain
- semi supervised
- multiple sources
- transfer learning
- labeled data
- test data
- sentiment classification
- covariate shift
- semi supervised learning
- opinion detection
- source domain
- manifold alignment
- training data
- co training
- domain specific
- machine learning
- document classification
- unlabeled data
- general purpose
- concept space
- supervised learning
- transfer knowledge
- knowledge discovery
- prior knowledge