Neil Mallinar
5 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π Conference Polyglot (4) π Interdisciplinary Bridge π Cross-Pollinator (15) π§ Keyword Pioneer
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Hot Topic Early Bird
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Conference Pioneer
Conferences
AAAI (2)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
weak supervision
(2)
text classification
(2)
data programming
(2)
weakly supervised learning
(1)
question answering
(1)
intent classification
(1)
synthetic data generation
(1)
generalization error
(1)
kernel regression
(1)
synthetic datum
(1)
benign overfitting
(1)
conversational agent
(1)
labeling function
(1)
intent recognition
(1)
unsupervised adaptation
(1)
interpolating method
(1)
roundtrip consistency
(1)
statistical learning
(1)
generative self-training
(1)
unsupervised learning
(1)
Papers
Benign, Tempered, or Catastrophic: Toward a Refined Taxonomy of Overfitting
NIPS 2022
Iterative Data Programming for Expanding Text Classification Corpora
AAAI 2020
Unsupervised Adaptation of Question Answering Systems via Generative Self-training
EMNLP 2020
Bootstrapping Conversational Agents with Weak Supervision
AAAI 2019
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition
ICLR 2019