Leila Arras
Leila Arras
Research Associate, Fraunhofer HHI, Germany
Bestätigte E-Mail-Adresse bei hhi.fraunhofer.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Explaining Recurrent Neural Network Predictions in Sentiment Analysis
L Arras, G Montavon, KR Müller, W Samek
EMNLP 2017 Workshop on Computational Approaches to Subjectivity, Sentiment …, 2017
1672017
"What is relevant in a text document?": An interpretable machine learning approach
L Arras, F Horn, G Montavon, KR Müller, W Samek
PLOS ONE 12 (8), e0181142, 2017
1622017
Explaining Predictions of Non-Linear Classifiers in NLP
L Arras, F Horn, G Montavon, KR Müller, W Samek
ACL 2016 Representation Learning for NLP (Rep4NLP), 1-7, 2016
642016
Evaluating Recurrent Neural Network Explanations
L Arras, A Osman, KR Müller, W Samek
ACL 2019 BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks …, 2019
232019
Explaining and Interpreting LSTMs
L Arras, J Arjona-Medina, M Widrich, G Montavon, M Gillhofer, KR Müller, ...
Explainable AI: Interpreting, Explaining and Visualizing Deep Learning, LNCS …, 2019
152019
Towards Ground Truth Evaluation of Visual Explanations
A Osman, L Arras, W Samek
arXiv preprint arXiv:2003.07258, 2020
52020
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