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Fairlex: A multilingual benchmark for evaluating fairness in legal text processing ...
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Fairlex: A multilingual benchmark for evaluating fairness in legal text processing ...
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UK-LEX Dataset - Part of Chalkidis and Søgaard (2022) ...
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Abstract:
The UK-LEX dataset is part of the work "Ilias Chalkidis and Anders Søgaard. Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting. 2022. In the Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics. Dublin, Ireland. " Details: United Kingdom (UK) legislation is publicly available as part of the United Kingdom's National Archives (https://www.legislation.gov.uk). Most of the laws have been categorized in thematic categories (e.g., health-care, finance, education, transportation, planning) that are presented in the document preamble and are used for archival indexing purposes. We release a new dataset, which comprises 36.5k UK laws (documents). The dataset is chronologically split in training (20k, 1975--2002), development (8.5k, 2002--2008), test (8.5k, 2008--2018) subsets. We manually extract and cluster the topics to supports two different label granularities, comprising 18, and 69 topics (labels), ...
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URL: https://zenodo.org/record/6355464 https://dx.doi.org/10.5281/zenodo.6355464
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FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing ...
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Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks ...
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Factual Consistency of Multilingual Pretrained Language Models ...
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Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning ...
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How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns ...
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Replicating and Extending "Because Their Treebanks Leak": Graph Isomorphism, Covariants, and Parser Performance ...
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The Impact of Positional Encodings on Multilingual Compression ...
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Minimax and Neyman–Pearson Meta-Learning for Outlier Languages ...
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Evaluation of Summarization Systems across Gender, Age, and Race ...
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Replicating and Extending ``Because Their Treebanks Leak'': Graph Isomorphism, Covariants, and Parser Performance ...
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Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color ...
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Minimax and Neyman–Pearson Meta-Learning for Outlier Languages ...
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