Scientific Discovery
Leading AI-driven scientific discovery by mapping
the world’s scientific knowledge and supporting Nobel-Prize-worthy solutions
to the world’s most pressing challenges.
Our Approach
We aim to accelerate scientific discoveries for the benefit of humanity, by supporting scientists in complex research with advanced AI tools that augment knowledge and creativity. With the goal of supercharging the scientific process, we develop AI systems that enhance scientists’ capabilities during the creation of novel scientific hypotheses (“ideation”). We do so using data- and knowledge-driven AI approaches, delivering fit-for-purpose software tools which have been developed in collaboration with working scientists.
Latest Publications
The successful adaptation of multilingual language models (LMs) to a specific language-task pair critically depends on the availability of data tailored for that condition. While cross-lingual transfer (XLT) methods have contributed to addressing this data scarcity problem, …
This paper introduces CookingSense, a descriptive collection of knowledge assertions in the culinary domain extracted from various sources, including web data, scientific papers, and recipes, from which knowledge covering a broad range of aspects is acquired. CookingSense is…
Motivated by the abundance of biomedical publications and the need to better understand the relationship between food and health, we study a new sentiment analysis task based on literature- based discovery. Many attempts have been made to introduce health into recipe recomme…
JOIN US
Shape the Future of AI with Sony AI
We want to hear from those of you who have a strong desire
to shape the future of AI.
