Robert Schwarzenberg
8 papers · 2018–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
natural language processing
(4)
feature attribution
(4)
neural network
(3)
model interpretability
(2)
neural explainability
(2)
text classification
(2)
feature importance
(1)
computational efficiency
(1)
saliency map
(1)
deep neural network
(1)
concept extraction
(1)
model explanation
(1)
model approximation
(1)
ontology learning
(1)
graph convolutional network
(1)
joint extraction
(1)
machine translation evaluation
(1)
natural language explanation
(1)
model explainability
(1)
word vector
(1)
Papers
Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods
ACL 2023
Efficient Explanations from Empirical Explainers
EMNLP 2021
Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools
EMNLP 2021
Defx at SemEval-2020 Task 6: Joint Extraction of Concepts and Relations for Definition Extraction
SemEval 2020
Layerwise Relevance Visualization in Convolutional Text Graph Classifiers
EMNLP 2019
Neural Vector Conceptualization for Word Vector Space Interpretation
NAACL 2019
Train, Sort, Explain: Learning to Diagnose Translation Models
NAACL 2019
Learning Explanations from Language Data
EMNLP 2018