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Found 6 papers, 5 papers with code
Calibrate to Interpret
In this paper we show a first link between uncertainty and explainability, by studying the relation between calibration and interpretation.
Estimating Expected Calibration Errors
Thus this paper focuses on the empirical evaluation of calibration metrics in the context of classification.
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT
This paper explains our participation in task 1 of the CASE 2021 shared task.
Multilingual enrichment of disease biomedical ontologies
Translating biomedical ontologies is an important challenge, but doing it manually requires much time and money.
STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings
Our method creates an extractive summary by selecting the sentences with the closest embeddings to the document embedding.
Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso
Recent computational strategies based on screening tests have been proposed to accelerate algorithms addressing penalized sparse regression problems such as the Lasso.
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