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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49 results for Moninder Singh

Anomaly Attribution with Likelihood Compensation
- - Tsuyoshi Ide
  - Amit Dhurandhar
  - et al.
- 2021
- AAAI 2021
SocialStigmaQA: A Benchmark to Uncover Stigma Amplification in Generative Language Models
- - Manish Nagireddy
  - Lamogha Chiazor
  - et al.
- 2024
- AAAI 2024
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
- - Dennis Wei
  - Rahul Nair
  - et al.
- 2022
- NeurIPS 2022
Ground-Truth, Whose Truth? - Examining the Challenges with Annotating Toxic Text Datasets
- - Kofi Arhin
  - Ioana Baldini Soares
  - et al.
- 2021
- NeurIPS 2021
Bias in Clinical Risk Prediction Models: Challenges in Application to Observational Health Data
- - Yoonyoung Park
  - Moninder Singh
  - et al.
- 2021
- AAAI 2021
Algorithmic Selection of Patients for Case Management: Alternative Proxies to Healthcare Costs
- - Moninder Singh
- 2021
- AAAI 2021
Ranking Large Language Models without Ground Truth
- - Amit Dhurandhar
  - Rahul Nair
  - et al.
- 2024
- ACL 2024
Your Fairness May Vary: Pretrained Language Model Fairness in Toxic Text Classification
- - Ioana Baldini Soares
  - Dennis Wei
  - et al.
- 2022
- ACL 2022
AI Explainability 360: Impact and Design
- - Vijay Arya
  - Rachel K. E. Bellamy
  - et al.
- 2022
- IAAI 2022
AI Explainability 360 Toolkit
- - Vijay Arya
  - Rachel Bellamy
  - et al.
- 2021
- CODS-COMAD 2021