25 citations · 43 across the 5 of their papers we have counts for
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cs.LG2021★ 5 cited
Energy-Based Models for Code Generation under Compilability Constraints
Tomasz Korbak, Hady Elsahar, Marc Dymetman +1
Neural language models can be successfully trained on source code, leading to applications such as code completion. However, their versatile autoregressive self-supervision objecti…
cs.LG2019★ 25 cited
Developmentally motivated emergence of compositional communication via template transfer
Tomasz Korbak, Julian Zubek, Łukasz Kuciński +2
This paper explores a novel approach to achieving emergent compositional communication in multi-agent systems. We propose a training regime implementing template transfer, the idea…