no code implementations • 25 Mar 2023 • Ana Jojic, Zhen Wang, Nebojsa Jojic
We demonstrate that, through appropriate prompting, GPT-3 family of models can be triggered to perform iterative behaviours necessary to execute (rather than just write or recall) programs that involve loops, including several popular algorithms found in computer science curricula or software developer interviews.
1 code implementation • 28 Feb 2022 • Esther Rolf, Nikolay Malkin, Alexandros Graikos, Ana Jojic, Caleb Robinson, Nebojsa Jojic
We propose a method for jointly inferring labels across a collection of data samples, where each sample consists of an observation and a prior belief about the label.
no code implementations • 29 Sep 2021 • Esther Rolf, Nikolay Malkin, Alexandros Graikos, Ana Jojic, Caleb Robinson, Nebojsa Jojic
In prediction problems, coarse and imprecise sources of input can provide rich information about labels, but are not readily used by discriminative learners.