Leila Arras - RankMe

15 papers Journal 11Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Concept-based explanations of Segmentation and Detection models in Natural Disaster Management. CoRR Samar Heydari, Jawher Said, Galip Ümit Yolcu, Evgenii Kortukov, Elena Golimblevskaia, Evgenios Vlachos, Vasileios Mygdalis, Ioannis Pitas, Sebastian Lapuschkin, Leila Arras
2025	J	`jnl`	A Close Look at Decomposition-based XAI-Methods for Transformer Language Models. CoRR Leila Arras, Bruno Puri, Patrick Kahardipraja, Sebastian Lapuschkin, Wojciech Samek
2022	J	`jnl`	CLEVR-XAI: A benchmark dataset for the ground truth evaluation of neural network explanations. Inf. Fusion Leila Arras, Ahmed Osman, Wojciech Samek
2020	J	`jnl`	Towards Ground Truth Evaluation of Visual Explanations. CoRR Ahmed Osman, Leila Arras, Wojciech Samek
2019	—	`conf`	Evaluating Recurrent Neural Network Explanations. BlackboxNLP@ACL Leila Arras, Ahmed Osman, Klaus-Robert Müller, Wojciech Samek
2019	J	`jnl`	Evaluating Recurrent Neural Network Explanations. CoRR Leila Arras, Ahmed Osman, Klaus-Robert Müller, Wojciech Samek
2019	J	`jnl`	Explaining and Interpreting LSTMs. CoRR Leila Arras, Jose A. Arjona-Medina, Michael Widrich, Grégoire Montavon, Michael Gillhofer, Klaus-Robert Müller, Sepp Hochreiter, Wojciech Samek
2019	—	`ch.`	Explaining and Interpreting LSTMs. Explainable AI Leila Arras, Jose A. Arjona-Medina, Michael Widrich, Grégoire Montavon, Michael Gillhofer, Klaus-Robert Müller, Sepp Hochreiter, Wojciech Samek
2017	J	`jnl`	Discovering topics in text datasets by visualizing relevant words. CoRR Franziska Horn, Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek
2017	—	`conf`	Explaining Recurrent Neural Network Predictions in Sentiment Analysis. WASSA@EMNLP Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek
2017	J	`jnl`	Explaining Recurrent Neural Network Predictions in Sentiment Analysis. CoRR Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek
2017	J	`jnl`	Exploring text datasets by visualizing relevant words. CoRR Franziska Horn, Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek
2016	J	`jnl`	"What is Relevant in a Text Document?": An Interpretable Machine Learning Approach. CoRR Leila Arras, Franziska Horn, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek
2016	—	`conf`	Explaining Predictions of Non-Linear Classifiers in NLP. Rep4NLP@ACL Leila Arras, Franziska Horn, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek
2016	J	`jnl`	Explaining Predictions of Non-Linear Classifiers in NLP. CoRR Leila Arras, Franziska Horn, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek