Publications

315 results for Neuro-symbolic AI

STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models
- - Shreyas Basavatia
  - Keerthiram Murugesan
  - et al.
- 2024
- ACL 2024
What makes Models Compositional? A Theoretical View
- - Parikshit Ram
  - Tim Klinger
  - et al.
- 2024
- IJCAI 2024
What makes a Model Compositional? A Neuro-Symbolic Theoretical View
- - Parikshit Ram
  - Tim Klinger
  - et al.
- 2024
- IJCAI 2024
On the Number of Quantifiers Needed to Define Boolean Functions
- - Marco Carmosino
  - Ronald Fagin
  - et al.
- 2024
- MFCS 2024
Graph2Tac: Online Representation Learning of Formal Math Concepts
- - Lasse Blaauwbroek
  - Miroslav Olšák
  - et al.
- 2024
- ICML 2024
Mixed selectivity: Cellular computations for complexity
- - Kay M. Tye
  - Earl K. Miller
  - et al.
- 2024
- Neuron
Deductive Verification of LLM generated SPARQL queries
- - Alexandre Rademaker
  - Guilherme Augusto Ferreira Lima
  - et al.
- 2024
- LREC-COLING 2024
GENOME: Generative Neuro-Symbolic Visual Reasoning by Growing and Reusing Modules
- - Zhenfang Chen
  - Rui Sun
  - et al.
- 2024
- ICLR 2024
A Probabilistic Framework for Modular Continual Learning
- - Lazar Valkov
  - Akash Srivastava
  - et al.
- 2024
- ICLR 2024
Theory-guided Message Passing Neural Network for Probabilistic Inference
- - Zijun Cui
  - Hanjing Wang
  - et al.
- 2024
- AISTATS 2024