Robert Schwarzenberg
9 papers · 2018–2023 · 5 conferences · across top CS/AI conferences
Achievements
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๐ฃ Hot Topic Early Bird ๐ Academic Marathon (5) ๐ Cross-Pollinator (10) ๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge
๐
Conference Polyglot
(5)
๐บ๏ธ
Taxonomy Completionist
(17)
๐งญ
Keyword Pioneer
๐
Trend Setter
Conferences
EMNLP (4)
NAACL (2)
ACL (1)
COLING (1)
SEMEVAL (1)
Top co-authors
Keywords
feature attribution
(4)
natural language processing
(4)
neural network
(3)
text classification
(3)
concept extraction
(2)
named entity recognition
(2)
neural explainability
(2)
relation extraction
(2)
definition extraction
(2)
joint extraction
(2)
model interpretability
(2)
graph convolutional network
(1)
machine translation evaluation
(1)
natural language explanation
(1)
model explainability
(1)
word vector
(1)
neural text classifier
(1)
nlp task
(1)
transformer model
(1)
explainable deep learning
(1)
Papers
Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods
ACL 2023
Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools
EMNLP 2021
Efficient Explanations from Empirical Explainers
EMNLP 2021
Defx at SemEval-2020 Task 6: Joint Extraction of Concepts and Relations for Definition Extraction
COLING 2020
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
Train, Sort, Explain: Learning to Diagnose Translation Models
NAACL 2019
Neural Vector Conceptualization for Word Vector Space Interpretation
NAACL 2019
Learning Explanations from Language Data
EMNLP 2018