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Judgment aggregation, discursive dilemma and reflective equilibrium: Neural language models as self-improving doxastic agents
Neural language models (NLMs) are susceptible to producing inconsistent output. This paper proposes a new diagnosis as well as a novel remedy for NLMs' incoherence. We train NLMs on synthetic text corpora that are created by simulating text production in a society. For diagnostic purposes, we e...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9623417/ https://www.ncbi.nlm.nih.gov/pubmed/36329681 http://dx.doi.org/10.3389/frai.2022.900943 |