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Marc Dymetman

Xerox Research Centre Europe, Grenoble

A Distributional Approach to Controlled Text Generation

Dec 21, 2020
Muhammad Khalifa, Hady Elsahar, Marc Dymetman

* Under review at ICLR 2021 

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Distributional Reinforcement Learning for Energy-Based Sequential Models

Dec 18, 2019
Tetiana Parshakova, Jean-Marc Andreoli, Marc Dymetman

* OptRL workshop (Optimization Foundations for Reinforcement Learning) at Neurips 2019 

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Character-based NMT with Transformer

Nov 12, 2019
Rohit Gupta, Laurent Besacier, Marc Dymetman, Matthias Gallé


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Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness

Oct 31, 2019
Alexandre Bérard, Ioan Calapodescu, Marc Dymetman, Claude Roux, Jean-Luc Meunier, Vassilina Nikoulina

* WNGT 2019 Paper 

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Global Autoregressive Models for Data-Efficient Sequence Learning

Sep 19, 2019
Tetiana Parshakova, Jean-Marc Andreoli, Marc Dymetman

* To appear in CONLL (The SIGNLL Conference on Computational Natural Language Learning) Hong Kong, Nov. 2019 

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Moment Matching Training for Neural Machine Translation: A Preliminary Study

Dec 28, 2018
Cong Duy Vu Hoang, Ioan Calapodescu, Marc Dymetman

* A preliminary study 

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Symbolic Priors for RNN-based Semantic Parsing

Sep 20, 2018
Chunyang Xiao, Marc Dymetman, Claire Gardent


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Log-Linear RNNs: Towards Recurrent Neural Networks with Flexible Prior Knowledge

Dec 16, 2016
Marc Dymetman, Chunyang Xiao

* Updated version of arXiv:1607.02467. Presented at the NIPS-2016 RNN Symposium, Barcelona, December 2016 

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LSTM-based Mixture-of-Experts for Knowledge-Aware Dialogues

May 05, 2016
Phong Le, Marc Dymetman, Jean-Michel Renders


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Assisting Composition of Email Responses: a Topic Prediction Approach

Oct 07, 2015
Spandana Gella, Marc Dymetman, Jean Michel Renders, Sriram Venkatapathy

* 8 pages, 5 figures 

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The OS* Algorithm: a Joint Approach to Exact Optimization and Sampling

Jul 03, 2012
Marc Dymetman, Guillaume Bouchard, Simon Carter

* 21 pages 

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Some Remarks on the Geometry of Grammar

Mar 05, 1999
Marc Dymetman

* 22 pages, 15 figures 

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Group Theory and Grammatical Description

May 07, 1998
Marc Dymetman

* 17 pages (Latex, Postscript). A shorter version of this paper will appear in the Coling/ACL 98 Proceedings. See http://www.xrce.xerox.com/people/dymetman/dymetman.html 

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Charts, Interaction-Free Grammars, and the Compact Representation of Ambiguity

May 12, 1997
Marc Dymetman

* 15 pages (Latex, Postscript), to appear in Proceedings IJCAI-97 

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A Simple Transformation for Offline-Parsable Grammars and its Termination Properties

May 14, 1996
Marc Dymetman

* Latex. 5 pages. Appeared in Coling-94 Proceedings 

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Extended Dependency Structures and their Formal Interpretation

May 09, 1996
Marc Dymetman, Max Copperman

* uuencoded gz-compressed .tar file created by csh script uufiles. 17 pages. To appear in Proceedings of Coling-96. (Change from original submission: increased portability) 

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Towards an Automatic Dictation System for Translators: the TransTalk Project

Sep 28, 1994
Marc Dymetman, Julie Brousseau, George Foster, Pierre Isabelle, Yves Normandin, Pierre Plamondon

* Published in proceedings of the International Conference on Spoken Language Processing (ICSLP) 94. 4 pages, uuencoded compressed latex source with 4 postscript figures 

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