Brandon Stewart
5 papers · 2018–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
large language model
(3)
text classification
(2)
transfer learning
(1)
domain adaptation
(1)
sentiment analysis
(1)
factual accuracy
(1)
model evaluation
(1)
text analysis
(1)
linear transformation
(1)
generative model
(1)
language model
(1)
domain expert
(1)
word embedding
(1)
asymptotic unbiasedness
(1)
semiparametric regression
(1)
surrogate label
(1)
generative language model
(1)
domain expertise
(1)
financial text
(1)
factor model
(1)
Papers
Credible without Credit: Domain Experts Assess Generative Language Models
ACL 2023
GPT Deciphering Fedspeak: Quantifying Dissent Among Hawks and Doves
EMNLP 2023
Naive regression requires weaker assumptions than factor models to adjust for multiple cause confounding
JMLR 2023
Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models
NeurIPS 2023
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors
ACL 2018