2 papers
cs.LG2026
Hakken: Predicting future discoveries to fill the gaps in today's knowledge
Tarek R. Besold, Uchenna Akujuobi, Pablo Sanchez +21
We present Hakken, a domain-agnostic prediction and explanation system performing knowledge prediction, i.e., growing scientific knowledge by establishing novel relationships, ones…
cs.LG2021
Unassisted Noise Reduction of Chemical Reaction Data Sets
Alessandra Toniato, Philippe Schwaller, Antonio Cardinale +2
Existing deep learning models applied to reaction prediction in organic chemistry can reach high levels of accuracy (> 90% for Natural Language Processing-based ones). With no chem…