Ari Kobren
8 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Application Areas
(3)
Core AI
(3)
Core Methods
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Applications · Natural Language Processing
(2)
Learning Types · Deep Learning
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Learning Types · Machine Learning
(1)
Mathematics
(1)
Keywords
reading comprehension
(2)
question answering
(2)
risk management
(1)
optimal transport
(1)
exact inference
(1)
policy learning
(1)
convolutional neural network
(1)
probabilistic model
(1)
partition function
(1)
dynamic programming
(1)
hierarchical clustering
(1)
offline learning
(1)
adversarial attack
(1)
black-box attack
(1)
uncertainty quantification
(1)
contextual bandit
(1)
offline reinforcement learning
(1)
bias mitigation
(1)
language model
(1)
algorithmic fairness
(1)
Papers
Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations
EMNLP 2024
Don’t Just Clean It, Proxy Clean It: Mitigating Bias by Proxy in Pre-Trained Models
EMNLP 2022
Upstream Mitigation Is Not All You Need: Testing the Bias Transfer Hypothesis in Pre-Trained Language Models
ACL 2022
Leveraging Extracted Model Adversaries for Improved Black Box Attacks
EMNLP 2020
Offline Contextual Bandits with High Probability Fairness Guarantees
NeurIPS 2019
Optimal Transport-based Alignment of Learned Character Representations for String Similarity
ACL 2019
Supervised Hierarchical Clustering with Exponential Linkage
ICML 2019
Compact Representation of Uncertainty in Clustering
NeurIPS 2018