Ben Packer
8 papers · 2012–2024 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze
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The Questioner
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Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
text classification
(2)
counterfactual data augmentation
(2)
model robustness
(2)
large language model
(2)
text generation
(1)
fairness testing
(1)
sentiment classification
(1)
toxicity detection
(1)
adversarial training
(1)
distribution shift
(1)
uncertainty sampling
(1)
max-margin learning
(1)
generative model
(1)
support vector machine
(1)
latent variable model
(1)
spurious correlation
(1)
group fairness
(1)
robust generalization
(1)
counterfactual fairness
(1)
classifier robustness
(1)
Papers
FRAPPÉ: A Group Fairness Framework for Post-Processing Everything
ICML 2024
Improving Classifier Robustness through Active Generative Counterfactual Data Augmentation
EMNLP 2023
Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting
EMNLP 2023
Causally motivated shortcut removal using auxiliary labels
AISTATS 2022
Flexible text generation for counterfactual fairness probing
NAACL 2022
Can We Improve Model Robustness through Secondary Attribute Counterfactuals?
EMNLP 2021
CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation
EMNLP 2020
Max-Margin Min-Entropy Models
AISTATS 2012