no code implementations • ACL 2019 • Siddhartha Banerjee, Cem Akkaya, Francisco Perez-Sorrosal, Kostas Tsioutsiouliklis
Compared to binary classifiers trained from scratch, our HTrans approach results in significant improvements of 1{\%} on micro-F1 and 3{\%} on macro-F1 on the RCV1 dataset.
no code implementations • WS 2018 • Prakhar Biyani, Cem Akkaya, Kostas Tsioutsiouliklis
This new type, Update Intents (UI), is directly related to the type of update a user intends to perform for a slot-value pair.
1 code implementation • COLING 2016 • Nikolaos Panagiotou, Cem Akkaya, Kostas Tsioutsiouliklis, Vana Kalogeraki, Dimitrios Gunopulos
News portals, such as Yahoo News or Google News, collect large amounts of documents from a variety of sources on a daily basis.