Publications

316 results for Neuro-symbolic AI

UNIFIEDGT: Towards a Universal Framework of Transformers in Large-Scale Graph Learning
- - Lin Junhong
  - Xiaojie Guo
  - et al.
- 2024
- Big Data 2024
Conference paper
Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
- - Wanhua Li
  - Zibin Meng
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Abductive Reasoning in Logical Credal Networks
- - Radu Marinescu
  - Junkyu Lee
  - et al.
- 2024
- NeurIPS 2024
Conference paper
Compositional Communication with LLMs and Reasoning about Chemical Structures
- - Dmitry Zubarev
  - Sarath Swaminathan
- 2024
- NeurIPS 2024
Workshop paper
On the role of noise in factorizers for disentangling distributed representations
- - Kumudu Geethan Karunaratne
  - Michael Hersche
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
WikiCausal: Corpus and Evaluation Framework for Causal Knowledge Graph Construction
- - Oktie Hassanzadeh
- 2024
- ISWC 2024
Poster
Terminating Differentiable Tree Experts
- - Jonathan Thomm
  - Michael Hersche
  - et al.
- 2024
- NeSy 2024
Conference paper
Factorizers for Distributed Sparse Block Codes
- - Michael Hersche
  - Aleksandar Terzic
  - et al.
- 2024
- Neurosymbolic AI
Paper
Towards Learning Abductive Reasoning using VSA Distributed Representations
- - Giacomo Camposampiero
  - Michael Hersche
  - et al.
- 2024
- NeSy 2024
Conference paper
Exploiting Computation in Superposition via Multiple-Input-Multiple-Output Neural Networks
- - Nicolas Menet
  - Michael Hersche
  - et al.
- 2024
- NeSy 2024
Short paper