Ben Packer
8 papers · 2012–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (12) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π₯
Unstoppable
(5)
β
The Questioner
Conferences
EMNLP (4)
AISTATS (2)
ICML (1)
NAACL (1)
Top co-authors
Keywords
counterfactual data augmentation
(2)
text classification
(2)
large language model
(2)
model robustness
(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)
robust generalization
(1)
counterfactual fairness
(1)
classifier robustness
(1)
controlled generation
(1)
Papers
FRAPPΓ: 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
Flexible text generation for counterfactual fairness probing
NAACL 2022
Causally motivated shortcut removal using auxiliary labels
AISTATS 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