Titlebook: Job Security and Flexibility; Exploring Labour Mar Emil Dinga,Monica Florica Dutcas,Gabriela-Mariana Book 2023 The Editor(s) (if applicabl

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Emil Dinga,Monica Florica Dutcas,Gabriela-Mariana Ionescuany presupposed data dissemination. It has emerged as a simple practice to establish intervals of uncertainty, especially in critical scenarios. By incorporating a user-defined probability threshold, conformal inference ensures that the resulting sets-such as the predicted range in regression tasks

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Emil Dinga,Monica Florica Dutcas,Gabriela-Mariana Ionescu myriad tasks within NLP, text generation stands out as a primary objective of autoregressive models. The NLP community has begun to take a keen interest in gaining a deeper understanding of text generation, leading to the development of model-agnostic explainable artificial intelligence (xAI) metho

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aud detection. Recent works have underscored the importance of optimizing hyperparameters of post-hoc explainers which show a large impact on the resulting explanation quality. In this work, we propose a new method to set the hyperparameter of replacement values within Shapley-value-based post-hoc e

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