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README.md
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Initiang from the recent work of (Chalkidis, Garneau, et al.), "LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development", we release legal NLP resources to broaden legal NLP research, while also helping practioners who aim to build assistive legal NLP technologies.
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As of May 2023, we released:
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- LeXFiles (https://huggingface.co/datasets/lexlms/lex_files), a new diverse English legal corpus including 11 sub-corpora that cover legislation and case law from 6 primarily English-speaking legal systems (EU, CoE, Canada, US, UK, India). The corpus comprises approx. 6 million documents which sum up to approx. 19 billion tokens.
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- LegalLAMA (https://huggingface.co/datasets/lexlms/legal_lama), a diverse probing benchmark suite comprising 8 sub-tasks that aims to assess the acquaintance of legal knowledge that PLMs acquired in pre-training.
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- 2 new legal-oriented PLMs, dubbed LexLMs (https://huggingface.co/models?search=lexlms/legal-roberta), warm-started from the RoBERTa models, and further pre-trained on LeXFiles for 1M additional steps.
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