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Michael Kranzlein

2 accepted papers

2024

CuRIAM: Corpus Re Interpretation and Metalanguage in U.S. Supreme Court Opinions

COLING 2024main

Most judicial decisions involve the interpretation of legal texts. As such, judicial opinions use language as the medium to comment on or draw attention to other language (for example, through definitions and hypotheticals about the meaning of a term from a statute). Language used this way is called…

2021

Making Heads and Tails of Models with Marginal Calibration for Sparse Tagsets

EMNLP 2021finding

For interpreting the behavior of a probabilistic model, it is useful to measure a model’s calibration—the extent to which it produces reliable confidence scores. We address the open problem of calibration for tagging models with sparse tagsets, and recommend strategies to measure and reduce calibrat…