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

47 results for AI for Code

Towards Reliable AI for Source Code Understanding
- - Sahil Suneja
  - Yunhui Zheng
  - et al.
- 2021
- SoCC 2021
Identification of enzymatic active sites with unsupervised language modelling
- - Loic Kwate Dassi
  - Matteo Manica
  - et al.
- 2022
- ACS Fall 2022
Denoising quantum states with Quantum Autoencoders - Theory and Applications
- - Tom Achache
  - Lior Horesh
  - et al.
- 2021
- QIP 2021
CodeStylist: A System for Performing Code Style Transfer Using Neural Networks
- - Chih-kai Ting
  - Karl Munson
  - et al.
- 2023
- AAAI 2023
DataRinse: Semantic Transforms for Data preparation based on Code Mining
- - Ibrahim Abdelaziz
  - Julian Dolby
  - et al.
- 2023
- VLDB 2023
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code
- - Ibrahim Abdelaziz
  - Julian Dolby
  - et al.
- 2023
- IJCAI 2023
NL2LTL – A Python Package for Converting Natural Language (NL) Instructions to Linear Temporal Logic (LTL) Formulas
- - Francesco Fuggitti
  - Tathagata Chakraborti
- 2023
- AAAI 2023
Machine Learning Model Drift Detection Via Weak Data Slices
- - Samuel Ackerman
  - Parijat Dube
  - et al.
- 2021
- ICSE 2021
CoSiNES: Contrastive Siamese Network for Entity Standardization
- - Jiaqin Yuan
  - Michele Merler
  - et al.
- 2023
- ACL 2023
Study of Distractors in Neural Models of Code
- - Md Rafiqul Islam Rabin
  - Aftab Hussain
  - et al.
- 2023
- ICSE 2023