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How Reliable are AMR Parser Outputs? Uncertainty Estimation for AMR Parsing

Kumar, Anuj et al.
arXiv (All) · Papers
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computation-and-language
Recent advances have significantly improved the performance of Abstract Meaning Representation (AMR) parsers, yet determining when their outputs can be trusted remains largely unexplored. This work presents the first study of uncertainty estimation for AMR parsers in a black-box setting using top-k
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