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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17 results for AI for Code

Graph Neural Network to Dilute Outliers for Refactoring Monolith Application
- - Utkarsh Desai
  - Sambaran Bandyopadhyay
  - et al.
- 2021
- AAAI 2021
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts
- - Yangruibo Ding
  - Luca Buratti
  - et al.
- 2022
- ACL 2022
Learn more about our AI for Code work
Topic
Multitask Prompted Training Enables Zero-Shot Task Generalization
- - Victor Sanh
  - Albert Webson
  - et al.
- 2022
- ICLR 2022
Can Machines Read Coding Manuals Yet? – A Benchmark for Building BetterLanguage Models for Code Understanding
- - Ibrahim Abdelaziz
  - Julian Dolby
  - et al.
- 2022
- AAAI 2022
Towards Reliable AI for Source Code Understanding
- - Sahil Suneja
  - Yunhui Zheng
  - et al.
- 2021
- SoCC 2021
Machine Learning Model Drift Detection Via Weak Data Slices
- - Samuel Ackerman
  - Parijat Dube
  - et al.
- 2021
- ICSE 2021
Towards Automating Code Review at Scale
- - Vincent Hellendoorn
  - Jason Tsay
  - et al.
- 2021
- ESEC/FSE 2021
Better Together? An Evaluation of AI-Supported Code Translation
- - Justin Weisz
  - Michael Muller
  - et al.
- 2022
- IUI 2022
A Toolkit for Generating Code Knowledge Graphs
- - Ibrahim Abdelaziz
  - Julian Dolby
  - et al.
- 2021
- K-CAP 2021
D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis
- - Yunhui Zheng
  - Saurabh Pujar
  - et al.
- 2021
- ICSE-SEIP 2021