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Leila Arras
ORCID
Publication Activity (10 Years)
Years Active: 2016-2022
Publications (10 Years): 12
Top Topics
Ground Truth
Linear Classifiers
Multiword
Neural Network
Top Venues
CoRR
BlackboxNLP@ACL
WASSA@EMNLP
Rep4NLP@ACL
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Publications
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Leila Arras
,
Ahmed Osman
,
Wojciech Samek
CLEVR-XAI: A benchmark dataset for the ground truth evaluation of neural network explanations.
Inf. Fusion
81 (2022)
Ahmed Osman
,
Leila Arras
,
Wojciech Samek
Towards Ground Truth Evaluation of Visual Explanations.
CoRR
(2020)
Leila Arras
,
Ahmed Osman
,
Klaus-Robert Müller
,
Wojciech Samek
Evaluating Recurrent Neural Network Explanations.
CoRR
(2019)
Leila Arras
,
Jose A. Arjona-Medina
,
Michael Widrich
,
Grégoire Montavon
,
Michael Gillhofer
,
Klaus-Robert Müller
,
Sepp Hochreiter
,
Wojciech Samek
Explaining and Interpreting LSTMs.
CoRR
(2019)
Leila Arras
,
Ahmed Osman
,
Klaus-Robert Müller
,
Wojciech Samek
Evaluating Recurrent Neural Network Explanations.
BlackboxNLP@ACL
(2019)
Leila Arras
,
Grégoire Montavon
,
Klaus-Robert Müller
,
Wojciech Samek
Explaining Recurrent Neural Network Predictions in Sentiment Analysis.
CoRR
(2017)
Franziska Horn
,
Leila Arras
,
Grégoire Montavon
,
Klaus-Robert Müller
,
Wojciech Samek
Discovering topics in text datasets by visualizing relevant words.
CoRR
(2017)
Leila Arras
,
Grégoire Montavon
,
Klaus-Robert Müller
,
Wojciech Samek
Explaining Recurrent Neural Network Predictions in Sentiment Analysis.
WASSA@EMNLP
(2017)
Franziska Horn
,
Leila Arras
,
Grégoire Montavon
,
Klaus-Robert Müller
,
Wojciech Samek
Exploring text datasets by visualizing relevant words.
CoRR
(2017)
Leila Arras
,
Franziska Horn
,
Grégoire Montavon
,
Klaus-Robert Müller
,
Wojciech Samek
"What is Relevant in a Text Document?": An Interpretable Machine Learning Approach.
CoRR
(2016)
Leila Arras
,
Franziska Horn
,
Grégoire Montavon
,
Klaus-Robert Müller
,
Wojciech Samek
Explaining Predictions of Non-Linear Classifiers in NLP.
Rep4NLP@ACL
(2016)
Leila Arras
,
Franziska Horn
,
Grégoire Montavon
,
Klaus-Robert Müller
,
Wojciech Samek
Explaining Predictions of Non-Linear Classifiers in NLP.
CoRR
(2016)