22 citations · 42 across the 13 of their papers we have counts for
3 papers · 1 filter
Mine, Sample, Render: Test-Time Diversity Alignment Of Generative Models
Kostas Triaridis, Morris E. Sharp, Nebojsa Jojic
Modern generative models produce high-quality individual outputs but struggle to sample diversely, even when explicitly instructed to do so. We introduce MINE-SAMPLE-RENDER (MSR),…
GenZ: Foundational models as latent variable generators within traditional statistical models
Marko Jojic, Nebojsa Jojic
We present GenZ, a hybrid model that bridges foundational models and statistical modeling through interpretable semantic features. While large language models possess broad domain…
Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
Ida Momennejad, Hosein Hasanbeig, Felipe Vieira +5
Recently an influx of studies claim emergent cognitive abilities in large language models (LLMs). Yet, most rely on anecdotes, overlook contamination of training sets, or lack syst…