Leila Arras

Publications

559

Citations

H-Index

2016

Active since

Affiliations

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute(Current)

Technische Universität Berlin

Leila Arras is an author at Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute specializing in machine learning, data science, and engineering.

ORCID

Top concepts

Machine LearningEngineeringData ScienceLanguageLinguisticsText MiningDeep LearningInterpretabilityCognitive SciencePredictive Analytics

Publications per year

2016–2023

Publications

"What is relevant in a text document?": An interpretable machine learning approach

Leila Arras, Franziska Horn, Grégoire Montavon et al. · PLoS ONE · 2017 · 265 citations · Full text

Engineering, Machine Learning, Corpus Linguistics +22

CLEVR-XAI: A benchmark dataset for the ground truth evaluation of neural network explanations

Leila Arras, Ahmed Osman, Wojciech Samek · Information Fusion · 2021 · 149 citations · Full text

Explaining Recurrent Neural Network Predictions in Sentiment Analysis

Leila Arras, Grégoire Montavon, Klaus‐Robert Müller et al. · 2017 · 64 citations · Full text

Engineering, Machine Learning, Multimodal Sentiment Analysis +19

Explainable sequence-to-sequence GRU neural network for pollution forecasting

Sara Mirzavand Borujeni, Leila Arras, Vignesh Srinivasan et al. · Scientific Reports · 2023 · 27 citations · Full text

Ground Truth Evaluation of Neural Network Explanations with CLEVR-XAI

Leila Arras, Ahmed Osman, Wojciech Samek · arXiv (Cornell University) · 2020 · 19 citations · Full text

Rows per page

1–5 of 8