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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175 results for Automated AI

AAAI 2023 Bridge Program on Artificial Intelligence and Business Process Management
- - Tathagata Chakraborti
  - Vatche Isahagian
  - et al.
- 2023
- AAAI 2023
HCAI@NeurIPS 2022, Human Centered AI
- - Michael Muller
  - Plamen Agelov
  - et al.
- 2022
- NeurIPS 2022
Federated Learning: Recent Advances and New Challenges
- - Shiqiang Wang
  - Nathalie Baracaldo Angel
  - et al.
- 2022
- NeurIPS 2022
Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification
- - Lukas Wertz
  - Jasmina Bogojeska
  - et al.
- 2023
- ACL 2023
Optimization with Constraint Learning
- - S. Ilker Birbil
  - Donato Maragno
  - et al.
- 2023
- AAAI 2023
Machine learning–driven multiscale modeling reveals lipid-dependent dynamics of RAS signaling proteins
- - Helgi I. Ingolfsson
  - Chris Neale
  - et al.
- 2022
- PNAS
Machine Learning to Assess the Association of H. Pylori Infection and Gastric and Oesophageal Cancer by Detecting Western Blot Protein Bands
- - Girmaw Abebe Tadesse
  - Daniel Chapman
  - et al.
- 2020
- ICML 2020
CodeSift: An LLM-Based Reference-Less Framework for Automatic Code Validation
- - Pooja Aggarwal
  - Oishik Chatterjee
  - et al.
- 2024
- CLOUD 2024
Growing strings in a chemical reaction space for searching retrosynthesis pathways
- - Federico Zipoli
  - Carlo Baldassari
  - et al.
- 2024
- npj Computational Materials
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
- - Keerthiram Murugesan
  - Sarathkrishna Swaminathan
  - et al.
- 2023
- ACL 2023