68 citations · 145 across the 9 of their papers we have counts for
4 papers · 2 filters
Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata
Lucie-Aimée Kaffee, Hady Elsahar, Pavlos Vougiouklis +4
While Wikipedia exists in 287 languages, its content is unevenly distributed among them. In this work, we investigate the generation of open domain Wikipedia summaries in underserv…
Near-lossless Binarization of Word Embeddings
Julien Tissier, Christophe Gravier, Amaury Habrard
Word embeddings are commonly used as a starting point in many NLP models to achieve state-of-the-art performances. However, with a large vocabulary and many dimensions, these float…
Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types
Hady Elsahar, Christophe Gravier, Frederique Laforest
We present a neural model for question generation from knowledge base triples in a "Zero-Shot" setup, that is generating questions for triples containing predicates, subject types…
Unsupervised Open Relation Extraction
Hady Elsahar, Elena Demidova, Simon Gottschalk +2
We explore methods to extract relations between named entities from free text in an unsupervised setting. In addition to standard feature extraction, we develop a novel method to r…