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05/18/2023
Evidence of Meaning in Language Models Trained on Programs
We present evidence that language models can learn meaning despite being...
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04/27/2023
Decentralized Inference via Capability Type Structures in Cooperative Multi-Agent Systems
This work studies the problem of ad hoc teamwork in teams composed of ag...
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05/08/2022
αNAS: Neural Architecture Search using Property Guided Synthesis
In the past few years, neural architecture search (NAS) has become an in...
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05/08/2021
Provable Guarantees against Data Poisoning Using Self-Expansion and Compatibility
A recent line of work has shown that deep networks are highly susceptibl...
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05/29/2020
Learning From Context-Agnostic Synthetic Data
We present a new approach for synthesizing training data given only a si...
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03/09/2020
