LEXTREME Benchmark
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A LEXTREME Benchmark is a multi-lingual multi-task legal NLP benchmark.
- Context:
- It can (typically) provide a comprehensive evaluation of NLP Models across various legal tasks and languages.
- It can (often) serve as a critical tool for advancing the field of legal NLP by challenging existing models with specialized legal terminologies and complex sentence structures.
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- Example(s):
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- Counter-Example(s):
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- See: Legal NLP, Natural Language Processing, Benchmarking, Multilingual NLP.
References
2023
- (Niklaus et al., 2023) ⇒ Joel Niklaus, Veton Matoshi, Pooja Rani, Andrea Galassi, Matthias Stürmer, and Ilias Chalkidis. (2023). "LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain.” In: Findings of the Association for Computational Linguistics: EMNLP 2023. doi:10.18653/v1/2023.findings-emnlp.200
- NOTE: "LEXTREME, a multi-lingual and multi-task benchmark for the legal domain, includes 11 datasets covering 24 languages, designed to evaluate and advance NLP models in handling complex legal language."