Aron Culotta
14 papers · 2004–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5)
π
Academic Marathon
(21)
π
Interdisciplinary Bridge
π
Conference Pioneer
π
Century Club
(13)
β
The Questioner
Conferences
NAACL (5)
AAAI (3)
EMNLP (3)
IJCAI (2)
ACL (1)
Top co-authors
Keywords
spurious correlation
(3)
text classification
(3)
causal inference
(3)
treatment effect
(2)
model robustness
(1)
robust classification
(1)
adversarial training
(1)
bias mitigation
(1)
treatment effect estimation
(1)
observational datum
(1)
causal feature
(1)
feature regularization
(1)
individual treatment effect
(1)
counterfactual generation
(1)
resampling method
(1)
model fairness
(1)
confounder adjustment
(1)
aspect-based sentiment
(1)
lexical choice
(1)
review analysis
(1)
Papers
The Illusion of Fairness: Auditing Fairness Interventions in Algorithmic Hiring with Audit Studies
AAAI 2026
Using Text-Based Causal Inference to Disentangle Factors Influencing Online Review Ratings
NAACL 2025
Enhancing Model Robustness and Fairness with Causality: A Regularization Approach
EMNLP 2021
Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals
AAAI 2021
Identifying Spurious Correlations for Robust Text Classification
EMNLP 2020
When Do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception Using Individual Treatment Effect Estimation
AAAI 2019
Cold-Start Recommendations for Audio News Stories Using Matrix Factorization
IJCAI 2016
Domain Adaptation for Learning from Label Proportions Using Self-Training
IJCAI 2016
Inferring latent attributes of Twitter users with label regularization
NAACL 2015
First-Order Probabilistic Models for Coreference Resolution
NAACL 2007
Integrating Probabilistic Extraction Models and Data Mining to Discover Relations and Patterns in Text
NAACL 2006
Learning Field Compatibilities to Extract Database Records from Unstructured Text
EMNLP 2006
Confidence Estimation for Information Extraction
NAACL 2004
Dependency Tree Kernels for Relation Extraction
ACL 2004