Browsing Congressos (Departament de Traducció i Ciències del Llenguatge) by Author "Kharitonov, Eugene"

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Emergent language generalization and acquisition speed are not tied to compositionality

Kharitonov, Eugene; Baroni, Marco (ACL (Association for Computational Linguistics), 2020)

Studies of discrete languages emerging when neural agents communicate to solve a joint task often look for evidence of compositional structure. This stems for the expectation that such a structure would allow languages ...
Interpretable agent communication from scratch (with a generic visual processor emerging on the side)

Dessì, Roberto; Kharitonov, Eugene; Baroni, Marco (Neural Information Processing Systems (NeurIPS), 2021)

As deep networks begin to be deployed as autonomous agents, the issue of how they can communicate with each other becomes important. Here, we train two deep nets from scratch to perform large-scale referent identification ...

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