Search Results for author: Ana Jojic

Found 3 papers, 1 papers with code

GPT is becoming a Turing machine: Here are some ways to program it

no code implementations25 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.

In-Context Learning

Resolving label uncertainty with implicit posterior models

1 code implementation28 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.

Common Sense Reasoning Segmentation +2

Resolving label uncertainty with implicit generative models

no code implementations29 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.

Common Sense Reasoning Segmentation +2

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