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ORCIDLeila Arras
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2020 – today
- 2025
[i9]Leila Arras, Bruno Puri, Patrick Kahardipraja, Sebastian Lapuschkin, Wojciech Samek:
A Close Look at Decomposition-based XAI-Methods for Transformer Language Models. CoRR abs/2502.15886 (2025)- 2022
- [j1]Leila Arras
, Ahmed Osman, Wojciech Samek:
CLEVR-XAI: A benchmark dataset for the ground truth evaluation of neural network explanations. Inf. Fusion 81: 14-40 (2022) - 2020
- [i8]Ahmed Osman, Leila Arras, Wojciech Samek:
Towards Ground Truth Evaluation of Visual Explanations. CoRR abs/2003.07258 (2020)
2010 – 2019
- 2019
- [c3]Leila Arras, Ahmed Osman, Klaus-Robert Müller, Wojciech Samek:
Evaluating Recurrent Neural Network Explanations. BlackboxNLP@ACL 2019: 113-126 - [p1]Leila Arras, Jose A. Arjona-Medina, Michael Widrich, Grégoire Montavon, Michael Gillhofer, Klaus-Robert Müller, Sepp Hochreiter, Wojciech Samek:
Explaining and Interpreting LSTMs. Explainable AI 2019: 211-238 - [i7]Leila Arras, Ahmed Osman, Klaus-Robert Müller, Wojciech Samek:
Evaluating Recurrent Neural Network Explanations. CoRR abs/1904.11829 (2019) - [i6]Leila Arras, Jose A. Arjona-Medina, Michael Widrich, Grégoire Montavon, Michael Gillhofer, Klaus-Robert Müller, Sepp Hochreiter, Wojciech Samek:
Explaining and Interpreting LSTMs. CoRR abs/1909.12114 (2019) - 2017
- [c2]Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek:
Explaining Recurrent Neural Network Predictions in Sentiment Analysis. WASSA@EMNLP 2017: 159-168 - [i5]Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek:
Explaining Recurrent Neural Network Predictions in Sentiment Analysis. CoRR abs/1706.07206 (2017) - [i4]Franziska Horn, Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek:
Exploring text datasets by visualizing relevant words. CoRR abs/1707.05261 (2017) - [i3]Franziska Horn, Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek:
Discovering topics in text datasets by visualizing relevant words. CoRR abs/1707.06100 (2017) - 2016
- [c1]Leila Arras, Franziska Horn, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek:
Explaining Predictions of Non-Linear Classifiers in NLP. Rep4NLP@ACL 2016: 1-7 - [i2]Leila Arras, Franziska Horn, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek:
Explaining Predictions of Non-Linear Classifiers in NLP. CoRR abs/1606.07298 (2016) - [i1]Leila Arras, Franziska Horn, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek:
"What is Relevant in a Text Document?": An Interpretable Machine Learning Approach. CoRR abs/1612.07843 (2016)
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