Oct 12, 2024 · We propose Imagine (Machine Imagination-based Reasoning), a novel zero-shot commonsense reasoning framework designed to complement textual inputs with visual ...

Nov 12, 2024 · We introduce IMAGINE, a novel zero-shot commonsense reasoning framework, aimed at mitigating reporting bias and enhancing the generalizability ...

The process starts with the textual pair consisting of a question and its answers, followed by the generation of visual signals (i.e., imagination) conditioned ...

Our extensive experiments have shown that Imagine establishes new state-of-the-art results on zero-shot commonsense reasoning tasks compared to strong baselines ...

Oct 17, 2024 · We propose Imagine (Machine Imagination-based Reasoning), a novel zero-shot commonsense reasoning framework designed to complement textual ...

We propose Imagine (Machine Imagination-based Reasoning), a novel zero-shot commonsense reasoning framework designed to complement textual inputs with visual ...

Code for the "Zero-shot Commonsense Reasoning over Machine Imagination (EMNLP 2024 Findings)" - Park-ing-lot/Imagine.

Oct 16, 2024 · Interesting paper that shows that ChatGPT can still be bested when it comes to zero-shot common sense reasoning.

This work proposes Imagine (Machine Imagination-based Reasoning), a novel zero-shot commonsense reasoning framework designed to complement textual inputs ...

The negative results on ARC-C reveal the lack of complex reasoning ability in the current zero-shot vision-text model. ... Atomic: An atlas of machine commonsense ...