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Detecting Abusive Language on Online Platforms: A Critical Analysis



Preslav Nakov , Vibha Nayak , Kyle Dent , Ameya Bhatawdekar , Sheikh Muhammad Sarwar , Momchil Hardalov , Yoan Dinkov , Dimitrina Zlatkova , Guillaume Bouchard , Isabelle Augenstein


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Interpretation of Natural Language Rules in Conversational Machine Reading



Marzieh Saeidi , Max Bartolo , Patrick Lewis , Sameer Singh , Tim Rocktäschel , Mike Sheldon , Guillaume Bouchard , Sebastian Riedel

* EMNLP 2018 

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Knowledge Graph Completion via Complex Tensor Factorization



Théo Trouillon , Christopher R. Dance , Johannes Welbl , Sebastian Riedel , Éric Gaussier , Guillaume Bouchard

* 38 pages, accepted in JMLR. This is an extended version of the article "Complex embeddings for simple link prediction" (ICML 2016) 

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On Inductive Abilities of Latent Factor Models for Relational Learning



Théo Trouillon , Éric Gaussier , Christopher R. Dance , Guillaume Bouchard

* 30+3 pages, submitted to the Journal of Artificial Intelligence Research 

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SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods



Marzieh Saeidi , Guillaume Bouchard , Maria Liakata , Sebastian Riedel

* Accepted at COLING 2016 

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Complex Embeddings for Simple Link Prediction



Théo Trouillon , Johannes Welbl , Sebastian Riedel , Éric Gaussier , Guillaume Bouchard

* 10+2 pages, accepted at ICML 2016 

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A Factorization Machine Framework for Testing Bigram Embeddings in Knowledgebase Completion



Johannes Welbl , Guillaume Bouchard , Sebastian Riedel

* accepted for AKBC 2016 workshop, 6pages 

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Online Learning to Sample



Guillaume Bouchard , Théo Trouillon , Julien Perez , Adrien Gaidon

* Update: removed convergence theorem and proof as there is an error. Submitted to UAI 2016 

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Approximate Inference with the Variational Holder Bound



Guillaume Bouchard , Balaji Lakshminarayanan


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Overlapping Trace Norms in Multi-View Learning



Behrouz Behmardi , Cedric Archambeau , Guillaume Bouchard


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