Esma Balkir
8 papers · 2019–2023 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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The Questioner
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Research topics
Keywords
bias detection
(2)
model interpretability
(2)
concept-based explanation
(2)
link prediction
(1)
sentiment analysis
(1)
natural language processing
(1)
feature attribution
(1)
abusive language detection
(1)
explainable artificial intelligence
(1)
language model
(1)
text classification
(1)
bilinear model
(1)
latent variable
(1)
bias mitigation
(1)
adversarial learning
(1)
model explanation
(1)
procedural fairness
(1)
knowledge graph completion
(1)
model probing
(1)
causal inference
(1)
Papers
Concept-Based Explanations to Test for False Causal Relationships Learned by Abusive Language Classifiers
ACL 2023
This prompt is measuring <mask>: evaluating bias evaluation in language models
ACL 2023
Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models
NAACL 2022
Does Moral Code have a Moral Code? Probing Delphi’s Moral Philosophy
NAACL 2022
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection
NAACL 2022
Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information
EMNLP 2022
Tensors over Semirings for Latent-Variable Weighted Logic Programs
ACL 2020
Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets
EMNLP 2019