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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Year

31 results for AI Testing

The Good, the Bad, and the Outliers: A Testing Framework for Decision Optimization Model Learning
- - Orit Davidovich
  - Gheorghe-Teodor Bercea
  - et al.
- 2022
- KDD 2022
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text
- - Nishtha Madaan
  - Inkit Padhi
  - et al.
- 2021
- AAAI 2021
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DetAIL : A Tool to Automatically Detect and Analyze Drift In Language
- - Nishtha Madaan
  - Adithya Manjunatha
  - et al.
- 2023
- IAAI 2023
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
- - Dennis Wei
  - Rahul Nair
  - et al.
- 2022
- NeurIPS 2022
Towards Creativity Characterization of Generative Models via Group-based Subset Scanning
- - Celia Cintas
  - Payel Das
  - et al.
- 2022
- IJCAI 2022
Deep Learning based Vulnerability Detection: Are We There Yet?
- - Saikat Chakraborty
  - Rahul Krishna
  - et al.
- 2022
- ICSE 2022
DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs
- - Jialun Cao
  - Meiziniu Li
  - et al.
- 2022
- ICSE 2022
A Guided Approach Towards Complex Chaos Selection, Prioritisation and Injection
- - Ojaswa Sharma
  - Mudit Verma
  - et al.
- 2022
- CLOUD 2022
Testing Framework for Black-box AI Models
- - Aniya Aggarwal
  - Samiulla Shaikh
  - et al.
- 2021
- ICSE 2021
NL2LTL – A Python Package for Converting Natural Language (NL) Instructions to Linear Temporal Logic (LTL) Formulas
- - Francesco Fuggitti
  - Tathagata Chakraborti
- 2023
- AAAI 2023