4 papers
The gene function prediction challenge: large language models and knowledge graphs to the rescue
Rohan Shawn Sunil, Shan Chun Lim, Manoj Itharajula +1
Elucidating gene function is one of the ultimate goals of plant science. Despite this, only ~15% of all genes in the model plant Arabidopsis thaliana have comprehensively experimen…
Harnessing Big Data and Artificial Intelligence to Study Plant Stress
Eugene Koh, Rohan Shawn Sunil, Hilbert Yuen In Lam +1
Life finds a way. For sessile organisms like plants, the need to adapt to changes in the environment is even more poignant. For humanity, the need to develop crops that can grow in…
Plant sesquiterpene lactones
Olivia Agatha, Daniela Mutwil-Anderwald, Jhing Yein Tan +1
Sesquiterpene lactones (STLs) are a prominent group of plant secondary metabolites predominantly found in the Asteraceae family and have multiple ecological roles and medicinal app…
Large Language Models in Plant Biology
Hilbert Yuen In Lam, Xing Er Ong, Marek Mutwil
Large Language Models (LLMs), such as ChatGPT, have taken the world by storm and have passed certain forms of the Turing test. However, LLMs are not limited to human language and a…