no code implementations • RANLP 2021 • Kyoumoto Matsushita, Takuya Makino, Tomoya Iwakura
Most neural-based NLP models receive only vectors encoded from a sequence of subwords obtained from an input text.
2 code implementations • 25 Dec 2023 • Shusaku Egami, Takanori Ugai, Masateru Oota, Kyoumoto Matsushita, Takahiro Kawamura, Kouji Kozaki, Ken Fukuda
Knowledge Graphs (KGs) such as Resource Description Framework (RDF) data represent relationships between various entities through the structure of triples (<subject, predicate, object>).
no code implementations • Asian Chapter of the Association for Computational Linguistics 2020 • Yutaro Omote, Kyoumoto Matsushita, Tomoya Iwakura, Akihiro Tamura, Takashi Ninomiya
Instead of handcrafted rules, we propose Transformer-based models that predict SMILES strings from chemical compound names.