Ellyn Ayton
5 papers · 2020–2022 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
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Taxonomy Completionist
(17)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NAACL (3)
ACL (1)
COLING (1)
Top co-authors
Keywords
deception detection
(3)
text classification
(3)
model evaluation
(2)
domain adaptation
(1)
model robustness
(1)
named entity recognition
(1)
multimodal learning
(1)
bias detection
(1)
machine reading comprehension
(1)
adversarial attack
(1)
adversarial defense
(1)
language model
(1)
foundation model
(1)
model scaling
(1)
interactive visualization
(1)
misinformation detection
(1)
error analysis
(1)
model fairness
(1)
linguistic variation
(1)
scientific knowledge
(1)
Papers
Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned
ACL 2022
CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation
NAACL 2021
Leveraging Community and Author Context to Explain the Performance and Bias of Text-Based Deception Detection Models
NAACL 2021
Evaluating Deception Detection Model Robustness To Linguistic Variation
NAACL 2021
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages
COLING 2020