Sebastian Ebert
7 papers · 2014–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Keywords
benchmark evaluation
(1)
domain adaptation
(1)
natural language processing
(1)
text classification
(1)
evaluation methodology
(1)
feature attribution
(1)
heuristic search
(1)
model debugging
(1)
nearest neighbor
(1)
covariate shift
(1)
adversarial attack
(1)
black-box attack
(1)
zeroth-order optimization
(1)
input salience
(1)
faithfulness evaluation
(1)
nlp model
(1)
random split
(1)
simple heuristics
(1)
Papers
“Will You Find These Shortcuts?” A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification
EMNLP 2022
Don’t Search for a Search Method — Simple Heuristics Suffice for Adversarial Text Attacks
EMNLP 2021
We Need To Talk About Random Splits
EACL 2021
LAMB: A Good Shepherd of Morphologically Rich Languages
EMNLP 2016
Ultradense Word Embeddings by Orthogonal Transformation
NAACL 2016
CIS-positive: A Combination of Convolutional Neural Networks and Support Vector Machines for Sentiment Analysis in Twitter
SemEval 2015
Fine-Grained Contextual Predictions for Hard Sentiment Words
EMNLP 2014