566 citations · 2.5k across the 42 of their papers we have counts for
3 papers · 1 filter
Large-scale Simple Question Answering with Memory Networks
Antoine Bordes, Nicolas Usunier, Sumit Chopra +1
Training large-scale question answering systems is complicated because training sources usually cover a small portion of the range of possible questions. This paper studies the imp…
Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases
Alberto Garcia-Duran, Antoine Bordes, Nicolas Usunier +1
This paper tackles the problem of endogenous link prediction for Knowledge Base completion. Knowledge Bases can be represented as directed graphs whose nodes correspond to entities…
Theory of Optimizing Pseudolinear Performance Measures: Application to F-measure
Shameem A Puthiya Parambath, Nicolas Usunier, Yves Grandvalet
Non-linear performance measures are widely used for the evaluation of learning algorithms. For example, -measure is a commonly used performance measure for classification proble…