1 code implementation • 26 Aug 2022 • Tianyi Li, WenYu Huang, Nikos Papasarantopoulos, Pavlos Vougiouklis, Jeff Z. Pan
Our system is the winner of track 1 of the LM-KBC challenge, based on BERT LM; it achieves 55. 0% F-1 score on the hidden test set of the challenge.
1 code implementation • NAACL 2018 • Lucie-Aimée Kaffee, Hady Elsahar, Pavlos Vougiouklis, Christophe Gravier, Frédérique Laforest, Jonathon Hare, Elena Simperl
While Wikipedia exists in 287 languages, its content is unevenly distributed among them.
1 code implementation • 1 Nov 2017 • Pavlos Vougiouklis, Hady Elsahar, Lucie-Aimée Kaffee, Christoph Gravier, Frederique Laforest, Jonathon Hare, Elena Simperl
We explore the problem of generating natural language summaries for Semantic Web data.
1 code implementation • COLING 2016 • Pavlos Vougiouklis, Jonathon Hare, Elena Simperl
Our model is based on a Recurrent Neural Network (RNN) that is trained over concatenated sequences of comments, a Convolution Neural Network that is trained over Wikipedia sentences and a formulation that couples the two trained embeddings in a multimodal space.