Search Results for author: Ron Yosef

Found 4 papers, 4 papers with code

ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies

1 code implementation • 2 Mar 2024 • Oren Sultan, Yonatan Bitton, Ron Yosef, Dafna Shahaf

We demonstrate our pipeline and create ProPara-Logy, a dataset of analogies between scientific processes.

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IRFL: Image Recognition of Figurative Language

1 code implementation • 27 Mar 2023 • Ron Yosef, Yonatan Bitton, Dafna Shahaf

We release our dataset, benchmark, and code, in hopes of driving the development of models that can better understand figurative language.

Ranked #1 on Classification on IRFL: Image Recognition of Figurative Language

Classification Visual Reasoning

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VASR: Visual Analogies of Situation Recognition

1 code implementation • 8 Dec 2022 • Yonatan Bitton, Ron Yosef, Eli Strugo, Dafna Shahaf, Roy Schwartz, Gabriel Stanovsky

We leverage situation recognition annotations and the CLIP model to generate a large set of 500k candidate analogies.

Ranked #1 on Visual Reasoning on VASR

Common Sense Reasoning Visual Analogies +1

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WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models

1 code implementation • 25 Jul 2022 • Yonatan Bitton, Nitzan Bitton Guetta, Ron Yosef, Yuval Elovici, Mohit Bansal, Gabriel Stanovsky, Roy Schwartz

While vision-and-language models perform well on tasks such as visual question answering, they struggle when it comes to basic human commonsense reasoning skills.

Ranked #1 on Common Sense Reasoning on WinoGAViL

Common Sense Reasoning General Knowledge +4

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