Papers by Nur Geffen Lan
On the Spontaneous Emergence of Discrete and Compositional Signals (2020.acl-main)
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| Challenge: | Using a continuous latent space, we are able to train using backpropagation and show discrete messages nevertheless naturally emerge. |
| Approach: | They propose a general framework to study language emergence through signaling games with neural agents. |
| Outcome: | The proposed framework shows that discrete messages naturally emerge and that they are not compositional. |