Ebert, Sebastian
- "Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification
2021/11/14 by Jasmijn Bastings, Sebastian Ebert, Bastings, Jasmijn +7 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Text and Document Classification Technologies #Topic Modeling
- We Need to Talk About Random Splits
2020/05/01 by Søgaard, Anders, Ebert, Sebastian, Bastings, Jasmijn +1 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Don't Search for a Search Method -- Simple Heuristics Suffice for\n Adversarial Text Attacks
2021/09/16 by Nathaniel Berger, Stefan Riezler, Berger, Nathaniel +5 · 2 citations
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning in Materials Science
- Attention-Based Convolutional Neural Network for Machine Comprehension
2016/02/13 by Wenpeng Yin, Sebastian Ebert, Yin, Wenpeng +3 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL