2 code implementations • NAACL (ACL) 2022 • Tom Ayoola, Shubhi Tyagi, Joseph Fisher, Christos Christodoulopoulos, Andrea Pierleoni
The model is capable of generalising to large-scale knowledge bases such as Wikidata (which has 15 times more entities than Wikipedia) and of zero-shot entity linking.
Ranked #1 on Entity Linking on WebQSP-WD (using extra training data)
2 code implementations • NAACL 2022 • Tom Ayoola, Joseph Fisher, Andrea Pierleoni
Recent work in entity disambiguation (ED) has typically neglected structured knowledge base (KB) facts, and instead relied on a limited subset of KB information, such as entity descriptions or types.
Ranked #1 on Entity Disambiguation on ShadowLink-Top
no code implementations • EMNLP 2021 • Armin Oliya, Amir Saffari, Priyanka Sen, Tom Ayoola
Our model only needs the question text and the answer entities to train, and delivers a stand-alone QA model that does not require an additional ER component to be supplied during runtime.