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.

Date

Start

End

Featured collections

Popular topics

295 results for Neuro-symbolic AI

Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules
- - Prithviraj Sen
  - Breno W.S.R. de Carvalho
  - et al.
- 2022
- EMNLP 2022
Full-Stack Information Extraction System for Cybersecurity Intelligence
- - Youngja Park
  - Taesung Lee
- 2022
- EMNLP 2022
Knowledge-Based News Event Analysis Toolkit
- - Oktie Hassanzadeh
  - Parul Awasthy
  - et al.
- 2022
- ISWC 2022
Overcoming Catastrophic Forgetting via Direction-Constrained Optimization
- - Yunfei Teng
  - Anna Choromanska
  - et al.
- 2022
- ECML PKDD 2022
Searching for Fine-Grained Queries in Radiology Reports Using Similarity-Preserving Contrastive Embedding
- - Tanveer Syeda-Mahmood
  - Luyao Shi
- 2022
- MLHC 2022
Linearizing Contextual Bandits with Latent State Dynamics
- - Elliot Nelson
  - Debarun Bhattacharjya
  - et al.
- 2022
- UAI 2022
On the Optimality Gap of Warm-Started Hyperparameter Optimization
- - Parikshit Ram
- 2022
- AutoML-Conf 2022
Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
- - Pu Zhao
  - Parikshit Ram
  - et al.
- 2022
- IJCAI 2022
Inducing and Using Alignments for Transition-based AMR Parsing
- - Andrew Drozdov
  - Jiawei Zhou
  - et al.
- 2022
- NAACL 2022
Learning Lifted Operator Models with Logical Neural Networks
- - Don Joven Ravoy Agravante
  - Michiaki Tatsubori
- 2022
- JSAI 2022