Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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82 results for Fairness, Accountability, Transparency

Weakly Supervised Detection of Hallucinations in LLM Activations
- - Miriam Rateike
  - Celia Cintas
  - et al.
- 2023
- NeurIPS 2023
Subtle Misogyny Detection and Mitigation: An Expert-Annotated Dataset
- - Anna Richter
  - Brooklyn Sheppard
  - et al.
- 2023
- NeurIPS 2023
Beyond Black Box AI-Generated Plagiarism Detection: From Sentence to Document Level
- - Mujahid Ali Quidwai
  - Chunhui Li
  - et al.
- 2023
- ACL 2023
Benchmarking the Effect of Poisoning Defenses on the Security and Bias of Deep Learning Models
- - Nathalie Baracaldo Angel
  - Farhan Ahmed
  - et al.
- 2023
- S&P 2023
Connecting Underrepresented Minorities and Qualified Job Positions Using Online Data
- - Maysa Malfiza Garcia de Macedo
  - Marisa Affonso Vasconcelos
  - et al.
- 2021
- AAAI 2021
Learning to Design Fair and Private Voting Rules
- - Farhad Mohsin
  - Ao Liu
  - et al.
- 2020
- NeurIPS 2020
Keeping Up with the Language Models: Robustness-Bias Interplay in NLI Data and Models
- - Ioana Baldini Soares
  - Chhavi Yadav
  - et al.
- 2023
- ACL 2023
AI for Credible Elections: A Call to Action with Trusted AI
- - Biplav Srivastava
  - Anita Nikolich
  - et al.
- 2023
- AAAI 2023
Skin Tone Analysis for Representation in Educational Materials (STAR-ED) Using Machine Learning
- - Girmaw Abebe Tadesse
  - Celia Cintas
  - et al.
- 2023
- npj Digital Medicine
Bias in Clinical Risk Prediction Models: Challenges in Application to Observational Health Data
- - Yoonyoung Park
  - Moninder Singh
  - et al.
- 2021
- AAAI 2021