Tolga Bolukbasi
Tolga Bolukbasi has 2 papers in our library, in 2016–2023, most of them on Bias, fairness & safety; often with Adam Tauman Kalai, Albert Webson, Ellie Pavlick.
OpenAlex · h-index 15 · 44 works · 3,739 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 4,441 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #1572
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Bias, fairness & safety · 1 work
💡 Concepts 2Key ideas and methods explained on our concept pages.GloVe · 1 workWord embeddings · 1 work
Works by year
2020s
2010s
Papers
- Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016 · 2,079 citations)
The paper asks whether widely used word embeddings carry gender stereotypes, and whether those stereotypes can be removed without losing the embeddings' usefulness. - Simfluence: Modeling the Influence of Individual Training Examples by Simulating Training Runs (2023 · 33 citations)
Training data attribution (TDA) tries to explain a model's behavior on a test example by identifying the training examples responsible for it.
All works
- Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word EmbeddingsarXiv:1607.06520Tolga Bolukbasi, Kai-Wei Chang, James Zou, et al.2016 · 2,079 citations
- XRAI: Better Attributions Through Regions ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetAndrei Kapishnikov et al.2019 · 200 citations
- The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yetIan Tenney et al.2020 · 195 citations
- Simfluence: Modeling the Influence of Individual Training Examples by Simulating Training RunsarXiv:2303.08114Kelvin Guu, Albert Webson, Ellie Pavlick, et al.2023 · 33 citations
Co-authors here
Venues
- IEEE/CVF International Conference on Computer Vision (ICCV)
- Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations
Cited by
Updated
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