Brandon Stewart
5 papers · 2018–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ACL (2)
EMNLP (1)
JMLR (1)
NIPS (1)
Top co-authors
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
Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models
NIPS 2023
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
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors
ACL 2018