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Dynamic Gaussian Embedding of Authors
Authors publish documents in a dynamic manner. Their topic of interest and writing style might shift over time. Tasks such as author …
Antoine Gourru, Julien Velcin, Christophe Gravier, Julien Jacques
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QAnswer: Towards Question Answering Search over Websites
Question Answering (QA) is increasingly used by search engines to provide results to their end-users, yet very few websites currently …
Kunpeng Guo, Clement Defretiere, Dennis Diefenbach, Christophe Gravier, Antoine Gourru
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ProtAugment: Intent Detection Meta-Learning through Unsupervised Diverse Paraphrasing
Thomas Dopierre, Christophe Gravier, Wilfried Logerais
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A Neural Few-Shot Text Classification Reality Check
Thomas Dopierre, Christophe Gravier, Wilfried Logerais
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Learning Joint Job Embeddings Using a Job-Oriented Asymmetrical Pairing System
Timothé Bernard, Tanguy Moreau, Clément Viricel, Paul Mougel, Christophe Gravier, Frédérique Laforest
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Few-shot Pseudo-Labeling for Intent Detection
Thomas Dopierre, Christophe Gravier, Julien Subercaze, Wilfried Logerais
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Near-Lossless Binarization of Word Embeddings
Julien Tissier, Christophe Gravier, Amaury Habrard
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NELL2RDF: Reading the Web, Tracking the Provenance, and Publishing it as Linked Data
José M. Giménez-García, Maísa Cristina Duarte, Antoine Zimmermann, Christophe Gravier, Pierre Maret
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Readitopics: Make Your Topic Models Readable via Labeling and Browsing
Julien Velcin, Antoine Gourru, Erwan Giry-Fouquet, Christophe Gravier, Mathieu Roche, Pascal Poncelet
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United We Stand: Using Multiple Strategies for Topic Labeling
Antoine Gourru, Julien Velcin, Mathieu Roche, Christophe Gravier, Pascal Poncelet
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