Stephen H. Bach
4 papers · 2017–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (5) π§ Keyword Pioneer π Cross-Pollinator (12)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π₯
Mega-Team
(27)
Conferences
ACL (1)
AISTATS (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
zero-shot learning
(1)
few-shot learning
(1)
structured prediction
(1)
structure learning
(1)
weakly supervised learning
(1)
prompt engineering
(1)
weak supervision
(1)
map inference
(1)
label aggregation
(1)
first-order logic
(1)
generative model
(1)
markov random field
(1)
probabilistic model
(1)
probabilistic graphical model
(1)
unlabeled datum
(1)
partial label
(1)
probabilistic soft logic
(1)
hinge-loss markov random field
(1)
convex inference
(1)
dependency structure
(1)
Papers
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
ACL 2022
Learning from Multiple Noisy Partial Labelers
AISTATS 2022
Learning the Structure of Generative Models without Labeled Data
ICML 2017
Hinge-Loss Markov Random Fields and Probabilistic Soft Logic
JMLR 2017