Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. 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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Human-Centered AI

Year

97 results for Human-Centered AI

What Changed? Interpretable Model Comparison
- - Rahul Nair
  - Massimiliano Mattetti
  - et al.
- 2021
- IJCAI 2021
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
- - Umang Bhatt
  - Javier Antorán
  - et al.
- 2021
- AIES 2021
Learn more about our Human-Centered AI work
Topic
Model Agnostic Multilevel Explanations
- - Karthikeyan Natesan Ramamurthy
  - Bhanukiran Vinzamuri
  - et al.
- 2020
- NeurIPS 2020
Quality Controlled Paraphrase Generation
- - Elron Bandel
  - Ranit Aharonov
  - et al.
- 2022
- ACL 2022
It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books
- - Bingsheng Yao
  - Dakuo Wang
  - et al.
- 2022
- ACL 2022
The sanction of authority: Promoting public trust in AI
- - Bran Knowles
  - John Richards
- 2021
- FAccT 2021
User Driven Model Adjustment via Boolean Rule Explanations
- - Elizabeth Daly
  - Massimilliano Mattetti
  - et al.
- 2021
- AAAI 2021
The emerging landscape of explainable automated planning & decision making
- - Tathagata Chakraborti
  - Sarath Sreedharan
  - et al.
- 2021
- IJCAI 2020
Directly Interpretable AI Models With User Constraints
- - Rahul Nair
  - Elizabeth Daly
  - et al.
- 2020
- INFORMS 2020
AI Accelerated Human-in-the-loop Structuring of Radiology Reports
- - Joy T. Wu
  - Ali Bin Syed
  - et al.
- 2020
- AMIA Annual Symposium 2020