← Authors

Esma Balkir

9 papers · 2019–2023 · 4 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird ❓ The Questioner

Conferences

ACL (3) NAACL (3) EMNLP (2) IJCNLP (1)

Top co-authors

Svetlana Kiritchenko (5) Isar Nejadgholi (4) Kathleen Fraser (3) Kathleen C. Fraser (2) Arpit Mittal (2) Masha Naslidnyk (2) Dave Palfrey (2) Daniel Gildea (1) Seraphina Goldfarb-Tarrant (1) Su Lin Blodgett (1)

Keywords

concept-based explanation (2) negative sampling (2) bilinear model (2) model interpretability (2) link prediction (2) bias detection (2) knowledge graph completion (2) natural language processing (1) sentiment analysis (1) feature attribution (1) abusive language detection (1) language model (1) latent variable (1) entity embedding (1) bias mitigation (1) text classification (1) model explanation (1) procedural fairness (1) adversarial learning (1) model probing (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
Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information EMNLP 2022
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection NAACL 2022
Does Moral Code have a Moral Code? Probing Delphi’s Moral Philosophy NAACL 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
Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets IJCNLP 2019