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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Neuro-symbolic AI

Year

212 results for Neuro-symbolic AI

Constructing contrastive samples via summarization for text classification with limited annotations
- - Yangkai Du
  - Tengfei Ma
  - et al.
- 2021
- EMNLP 2021
Neural Unification for Logic Reasoning over Natural Language
- - Gabriele Picco
  - Lam Thanh Hoang
  - et al.
- 2021
- EMNLP 2021
Dynamic graph and polynomial chaos based models for contact tracing data analysis and optimal testing prescription
- - Shashanka Ubaru
  - Lior Horesh
  - et al.
- 2021
- Journal of Biomedical Informatics
Spectrum-adapted polynomial approximation for matrix functions with applications in graph signal processing
- - Tiffany Fan
  - David I. Shuman
  - et al.
- 2020
- Algorithms
Multilinear sets with two monomials and cardinality constraints
- - Rui Chen
  - Sanjeeb Dash
  - et al.
- 2023
- Discrete Applied Mathematics
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering
- - Srinivas Ravishankar
  - June Thai
  - et al.
- 2022
- EMNLP 2022
Sygma: System for generalizable modular question answering over knowledge bases
- - Sumit Neelam
  - Udit Sharma
  - et al.
- 2022
- EMNLP 2022
DiffG-RL: Leveraging Difference between State and Common Sense
- - Tsunehiko Tanaka
  - Daiki Kimura
  - et al.
- 2022
- EMNLP 2022
The implications of categorical and category-free mixed selectivity on representational geometries
- - Matthew T. Kaufman
  - Marcus K. Benna
  - et al.
- 2022
- Current Opinion in Neurobiology
Nonlocal kernel network (NKN): A stable and resolution-independent deep neural network
- - Huaiqian You
  - Yue Yu
  - et al.
- 2022
- Journal of Computational Physics