10 citations · 29 across the 8 of their papers we have counts for
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cs.LG2023★ 9 cited
Emergent Representations of Program Semantics in Language Models Trained on Programs
Charles Jin, Martin Rinard
We present evidence that language models (LMs) of code can learn to represent the formal semantics of programs, despite being trained only to perform next-token prediction. Specifi…
cs.MA2023
Decentralized Inference via Capability Type Structures in Cooperative Multi-Agent Systems
Charles Jin, Zhang-Wei Hong, Farid Arthaud +2
This work studies the problem of ad hoc teamwork in teams composed of agents with differing computational capabilities. We consider cooperative multi-player games in which each age…