no code implementations • WS 2019 • Thomas Vacek, Ronald Teo, Dezhao Song, Timothy Nugent, Conner Cowling, Frank Schilder
Dockets contain a wealth of information for planning a litigation strategy, but the information is locked up in semi-structured text.
no code implementations • NAACL 2018 • Fabio Petroni, Vassilis Plachouras, Timothy Nugent, Jochen L. Leidner
Our experimental results on a text classification task demonstrate that using attr2vec to jointly learn embeddings for words and Part-of-Speech (POS) tags improves results compared to learning the embeddings independently.
no code implementations • NAACL 2018 • Vassilis Plachouras, Fabio Petroni, Timothy Nugent, Jochen L. Leidner
Our results show that paraphrasing is a viable method to enrich a taxonomy with more terms, and that Moses consistently outperforms the sequence-to-sequence neural model.