Jean-Michel Renders


2016

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LSTM-Based Mixture-of-Experts for Knowledge-Aware Dialogues
Phong Le | Marc Dymetman | Jean-Michel Renders
Proceedings of the 1st Workshop on Representation Learning for NLP

2012

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Task-Driven Linguistic Analysis based on an Underspecified Features Representation
Stasinos Konstantopoulos | Valia Kordoni | Nicola Cancedda | Vangelis Karkaletsis | Dietrich Klakow | Jean-Michel Renders
Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)

In this paper we explore a task-driven approach to interfacing NLP components, where language processing is guided by the end-task that each application requires. The core idea is to generalize feature values into feature value distributions, representing under-specified feature values, and to fit linguistic pipelines with a back-channel of specification requests through which subsequent components can declare to preceding ones the importance of narrowing the value distribution of particular features that are critical for the current task.

2005

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A Voice Enabled Procedure Browser for the International Space Station
Manny Rayner | Beth A. Hockey | Nikos Chatzichrisafis | Kim Farrell | Jean-Michel Renders
Proceedings of the ACL Interactive Poster and Demonstration Sessions

2002

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Combining Labelled and Unlabelled Data: A Case Study on Fisher Kernels and Transductive Inference for Biological Entity Recognition
Cyril Goutte | Hervé Déjean | Eric Gaussier | Nicola Cancedda | Jean-Michel Renders
COLING-02: The 6th Conference on Natural Language Learning 2002 (CoNLL-2002)