Our paper got into NeurIPS!
Image credit: NeurIPS Conference🚀 Excited to announce that our paper, “Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication,” has been accepted to NeurIPS 2024 in Vancouver, CA! 🎉
In this work, we explore how agents develop languages to express spatial relationships in their observations. Using normalized pointwise mutual information, we demonstrate that these emergent languages include both non-compositional and compositional spatial references, and notably, these components are human-interpretable!
A big thanks to my co-authors, Adam Sobey, Federico Cerutti, and Tim Norman, for their invaluable support, and to the University of Southampton and MINDS!
Olaf Lipinski
Researcher in Artificial Intelligence
Making sure AI actually helps in real-world scenarios.