Sumanth Dathathri
9 papers
· 2017–2022
· 6 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(6)
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Academic Marathon
(5)
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Cross-Pollinator
(10)
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Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(23)
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Conference Pioneer
Conferences
NIPS (3)
EMNLP (2)
AAAI (1)
CORL (1)
ICLR (1)
IJCAI (1)
Top co-authors
Research topics
Keywords
neural network verification
(3)
large language model
(2)
symbolic abstraction
(2)
toxicity detection
(2)
adversarial robustness
(2)
language model
(2)
language model evaluation
(1)
convex relaxation
(1)
constraint solving
(1)
formal verification
(1)
harmful content
(1)
machine learning
(1)
bias mitigation
(1)
text generation
(1)
abstraction refinement
(1)
first-order method
(1)
out-of-distribution detection
(1)
controllable generation
(1)
bayesian neural network
(1)
responsible ai
(1)
Papers
Challenges in Detoxifying Language Models
EMNLP 2021
Plug-and-Play Conversational Models
EMNLP 2020