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Uncertainty Quantification and Interpretability for Clinical Trial Approval Prediction

Health Data Science
Background: Clinical trial is a crucial step in the development of a new therapy (e.g., medication) and is remarkably expensive and time-consuming. Forecasting the approval of clinical trials accurately would enable us to circumvent trials destined to ...
Yingzhou Lu   +5 more
semanticscholar   +1 more source

CausalGym: Benchmarking causal interpretability methods on linguistic tasks

Annual Meeting of the Association for Computational Linguistics
Language models (LMs) have proven to be powerful tools for psycholinguistic research, but most prior work has focused on purely behavioural measures (e.g., surprisal comparisons).
Aryaman Arora   +2 more
semanticscholar   +1 more source

Interpreting Interpretation

1997
Abstract There is a simple life cycle for metaphors: they are born of fresh insight about an unnoticed similarity, wither with overuse, and die by becoming so familiar that they are treated as established senses of words. Intellectual fashions are like metaphors in this respect.
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On interpreting interpretation

European Journal of English Studies, 1997
(1997). On interpreting interpretation. European Journal of English Studies: Vol. 1, No. 1, pp. 48-55.
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Interpreting ›Unreliable Interpreting‹

Scientia Poetica, 2017
AbstractTo enable a clear and detailed description of narrative features, narratological concepts should be well-defined and unambiguous. My paper aims to contribute to this by analyzing, reworking, and relabeling two models of ›unreliable interpreting‹.
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Interpreters

Archives of Disease in Childhood, 2020
David Isaacs   +2 more
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Minangkabau interpretations interpreted

Reviews in Anthropology, 1985
Errington, Frederick K. Manners and Meaning in West Sumatra: The Social Context of Consciousness. New Haven: Yale University Press, 1984. xiv + 175 pp. including illustrations, glossary, bibliography, index. $20.00 cloth.
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Interpreting the Interpreter

2019
Abstract One main mode of response to the Commentary that played a decisive role in its canonization is the ardent tradition of commentaries that Rashi’s work called forth (what scholars call “supercommentaries”). Simply by selecting Rashi’s interpretation of the Torah as their object of exposition, supercommentators accorded it a ...
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Interpreters and Interpretation

1979
An interpreter is simply a device which takes some representation of a program and carries out the operations which the program specifies — i.e. it mimics or simulates the operations which a machine would carry out if it were directly capable of processing programs written in that language.
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Radical Interpretation Interpreted

Philosophical Perspectives, 1994
I'm sorry that this paper, "Is Radical Interpretation Possible?" (henceforth RIP), does not address the question its title asks. I wish it did; it is a good question. I can't blame Jerry Fodor and Ernie Lepore for suspecting that "it may turn out that perfectly kosher languages (like, for example, English) aren't radically interpretable"; I share the ...
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