22 citations · 27 across the 6 of their papers we have counts for
3 papers · 1 filter
Learning Term Discrimination
Jibril Frej, Phillipe Mulhem, Didier Schwab +1
Document indexing is a key component for efficient information retrieval (IR). After preprocessing steps such as stemming and stop-word removal, document indexes usually store term…
WIKIR: A Python toolkit for building a large-scale Wikipedia-based English Information Retrieval Dataset
Jibril Frej, Didier Schwab, Jean-Pierre Chevallet
Over the past years, deep learning methods allowed for new state-of-the-art results in ad-hoc information retrieval. However such methods usually require large amounts of annotated…
Enhancing Translation Language Models with Word Embedding for Information Retrieval
Jibril Frej, Jean-Pierre Chevallet, Didier Schwab
In this paper, we explore the usage of Word Embedding semantic resources for Information Retrieval (IR) task. This embedding, produced by a shallow neural network, have been shown…