no code implementations • 12 Oct 2022 • Mohsen Mesgar, Thy Thy Tran, Goran Glavas, Iryna Gurevych
First, the unexplored combination of the cross-encoder architecture (with parameterized similarity scoring function) and episodic meta-learning consistently yields the best FSIC performance.
2 code implementations • DI2KG: International Workshop on Challenges and Experiences from Data Integration to Knowledge Graphs @ VLDB 2020 2020 • Ralph Peeters, Christian Bizer, Goran Glavas
Adding the masked language modeling objective in the intermediate training step in order to further adapt the language model to the application domain leads to an additional increase of up to 3% F1.
Ranked #1 on Entity Resolution on WDC Computers-small (using extra training data)
2 code implementations • 12 Apr 2019 • Federico Nanni, Goran Glavas, Ines Rehbein, Simone Paolo Ponzetto, Heiner Stuckenschmidt
During the last fifteen years, automatic text scaling has become one of the key tools of the Text as Data community in political science.
1 code implementation • ACL 2019 • Goran Glavas, Robert Litschko, Sebastian Ruder, Ivan Vulic
In this work, we make the first step towards a comprehensive evaluation of cross-lingual word embeddings.