Marc Dymetman

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 35

Top Topics

Machine Translation

Recurrent Neural Networks

Top Venues

Publications

Dongyoung Go, Tomasz Korbak, Germán Kruszewski, Jos Rozen, Marc Dymetman
Compositional Preference Models for Aligning LMs. ICLR (2024)
Dongyoung Go, Tomasz Korbak, Germán Kruszewski, Jos Rozen, Marc Dymetman
Compositional preference models for aligning LMs. CoRR (2023)
Germán Kruszewski, Jos Rozen, Marc Dymetman
disco: a toolkit for Distributional Control of Generative Models. ACL (demo) (2023)
Nadezhda Chirkova, Germán Kruszewski, Jos Rozen, Marc Dymetman
Should you marginalize over possible tokenizations? CoRR (2023)
Dongyoung Go, Tomasz Korbak, Germán Kruszewski, Jos Rozen, Nahyeon Ryu, Marc Dymetman
Aligning Language Models with Preferences through f-divergence Minimization. CoRR (2023)
Nadezhda Chirkova, Germán Kruszewski, Jos Rozen, Marc Dymetman
Should you marginalize over possible tokenizations? ACL (2) (2023)
Dongyoung Go, Tomasz Korbak, Germán Kruszewski, Jos Rozen, Nahyeon Ryu, Marc Dymetman
Aligning Language Models with Preferences through f-divergence Minimization. ICML (2023)
Germán Kruszewski, Jos Rozen, Marc Dymetman
disco: a toolkit for Distributional Control of Generative Models. CoRR (2023)
Tomasz Korbak, Hady Elsahar, Germán Kruszewski, Marc Dymetman
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting. CoRR (2022)
Tomasz Korbak, Hady Elsahar, Germán Kruszewski, Marc Dymetman
Controlling Conditional Language Models without Catastrophic Forgetting. ICML (2022)
Bryan Eikema, Germán Kruszewski, Christopher R. Dance, Hady Elsahar, Marc Dymetman
An approximate sampler for energy-based models with divergence diagnostics. Trans. Mach. Learn. Res. 2022 (2022)
Tomasz Korbak, Hady Elsahar, Germán Kruszewski, Marc Dymetman
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting. NeurIPS (2022)
Tomasz Korbak, Hady Elsahar, Germán Kruszewski, Marc Dymetman
Controlling Conditional Language Models with Distributional Policy Gradients. CoRR (2021)
Muhammad Khalifa, Hady Elsahar, Marc Dymetman
A Distributional Approach to Controlled Text Generation. ICLR (2021)
Bryan Eikema, Germán Kruszewski, Hady Elsahar, Marc Dymetman
Sampling from Discrete Energy-Based Models with Quality/Efficiency Trade-offs. CoRR (2021)
Tomasz Korbak, Hady Elsahar, Marc Dymetman, Germán Kruszewski
Energy-Based Models for Code Generation under Compilability Constraints. CoRR (2021)
Muhammad Khalifa, Hady Elsahar, Marc Dymetman
A Distributional Approach to Controlled Text Generation. CoRR (2020)
Alexandre Bérard, Ioan Calapodescu, Marc Dymetman, Claude Roux, Jean-Luc Meunier, Vassilina Nikoulina
Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness. CoRR (2019)
Alexandre Berard, Ioan Calapodescu, Marc Dymetman, Claude Roux, Jean-Luc Meunier, Vassilina Nikoulina
Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness. NGT@EMNLP-IJCNLP (2019)
Tetiana Parshakova, Jean-Marc Andreoli, Marc Dymetman
Distributional Reinforcement Learning for Energy-Based Sequential Models. CoRR (2019)
Tetiana Parshakova, Jean-Marc Andreoli, Marc Dymetman
Global Autoregressive Models for Data-Efficient Sequence Learning. CoNLL (2019)
Tetiana Parshakova, Jean-Marc Andreoli, Marc Dymetman
Global Autoregressive Models for Data-Efficient Sequence Learning. CoRR (2019)
Rohit Gupta, Laurent Besacier, Marc Dymetman, Matthias Gallé
Character-based NMT with Transformer. CoRR (2019)
Cong Duy Vu Hoang, Ioan Calapodescu, Marc Dymetman
Moment Matching Training for Neural Machine Translation: A Preliminary Study. CoRR (2018)
Shubham Agarwal, Marc Dymetman, Éric Gaussier
Char2char Generation with Reranking for the E2E NLG Challenge. CoRR (2018)
Shubham Agarwal, Marc Dymetman, Éric Gaussier
Char2char Generation with Reranking for the E2E NLG Challenge. INLG (2018)
Chunyang Xiao, Marc Dymetman, Claire Gardent
Symbolic Priors for RNN-based Semantic Parsing. CoRR (2018)
Shubham Agarwal, Marc Dymetman
A surprisingly effective out-of-the-box char2char model on the E2E NLG Challenge dataset. SIGDIAL Conference (2017)
Chunyang Xiao, Marc Dymetman, Claire Gardent
Symbolic Priors for RNN-based Semantic Parsing. IJCAI (2017)
Chunyang Xiao, Guillaume Bouchard, Marc Dymetman, Claire Gardent
Orthogonality regularizer for question answering. *SEM@ACL (2016)
Phong Le, Marc Dymetman, Jean-Michel Renders
LSTM-based Mixture-of-Experts for Knowledge-Aware Dialogues. CoRR (2016)
Marc Dymetman, Chunyang Xiao
Log-Linear RNNs: Towards Recurrent Neural Networks with Flexible Prior Knowledge. CoRR (2016)
Raghav Goyal, Marc Dymetman, Éric Gaussier
Natural Language Generation through Character-based RNNs with Finite-state Prior Knowledge. COLING (2016)
Chunyang Xiao, Marc Dymetman, Claire Gardent
Sequence-based Structured Prediction for Semantic Parsing. ACL (1) (2016)
Phong Le, Marc Dymetman, Jean-Michel Renders
LSTM-Based Mixture-of-Experts for Knowledge-Aware Dialogues. Rep4NLP@ACL (2016)
Christophe Servan, Marc Dymetman
Adaptation par enrichissement terminologique en traduction automatique statistique fondée sur la génération et le filtrage de bi-segments virtuels. TALN (2015)
Spandana Gella, Marc Dymetman, Jean-Michel Renders, Sriram Venkatapathy
Assisting Composition of Email Responses: a Topic Prediction Approach. CoRR (2015)
Marc Dymetman, Sriram Venkatapathy, Chunyang Xiao
Reversibility reconsidered: finite-state factors for efficient probabilistic sampling in parsing and generation. EMNLP (2015)
Wilker Aziz, Marc Dymetman, Lucia Specia
Exact Decoding for Phrase-Based Statistical Machine Translation. EMNLP (2014)
Joern Wuebker, Hermann Ney, Adria A. Martinez-Villaronga, Adrià Giménez, Alfons Juan, Christophe Servan, Marc Dymetman, Shachar Mirkin
Comparison of data selection techniques for the translation of video lectures. AMTA (2014)
Alessio Bosca, Vassilina Nikoulina, Marc Dymetman
A Lightweight Terminology Verification Service for External Machine Translation Engines. EACL (2014)
Shachar Mirkin, Sriram Venkatapathy, Marc Dymetman, Ioan Calapodescu
SORT: An Interactive Source-Rewriting Tool for Improved Translation. ACL (Conference System Demonstrations) (2013)
Marc Dymetman
A Convexity-based Generalization of Viterbi for Non-Deterministic Weighted Automata. FSMNLP (2013)
Shachar Mirkin, Sriram Venkatapathy, Marc Dymetman
Confidence-driven Rewriting for Improved Translation. MTSummit (Posters) (2013)
Wilker Aziz, Marc Dymetman, Sriram Venkatapathy
Investigations in Exact Inference for Hierarchical Translation. WMT@ACL (2013)
Prasanth Kolachina, Nicola Cancedda, Marc Dymetman, Sriram Venkatapathy
Prediction of Learning Curves in Machine Translation. ACL (1) (2012)
Simon Carter, Marc Dymetman, Guillaume Bouchard
Exact Sampling and Decoding in High-Order Hidden Markov Models. EMNLP-CoNLL (2012)
Marc Dymetman, Guillaume Bouchard, Simon Carter
The OS* Algorithm: a Joint Approach to Exact Optimization and Sampling CoRR (2012)
Vassilina Nikoulina, Ágnes Sándor, Marc Dymetman
Hybrid Adaptation of Named Entity Recognition for Statistical Machine Translation. AML@COLING (2012)
Lucia Specia, Nicola Cancedda, Marc Dymetman
A Dataset for Assessing Machine Translation Evaluation Metrics. LREC (2010)
Marc Dymetman, Nicola Cancedda
Intersecting Hierarchical and Phrase-Based Models of Translation: Formal Aspects and Algorithms. SSST@COLING (2010)
Benjamin Roth, Andrew McCallum, Marc Dymetman, Nicola Cancedda
Machine Translation Using Overlapping Alignments and SampleRank. AMTA (2010)
Wilker Aziz, Marc Dymetman, Lucia Specia, Shachar Mirkin
Learning an Expert from Human Annotations in Statistical Machine Translation: the Case of Out-of-Vocabulary Words. EAMT (2010)
Nadi Tomeh, Nicola Cancedda, Marc Dymetman
Complexity-Based Phrase-Table Filtering for Statistical Machine Translation. MTSummit (2009)
Shachar Mirkin, Lucia Specia, Nicola Cancedda, Ido Dagan, Marc Dymetman, Idan Szpektor
Source-Language Entailment Modeling for Translating Unknown Terms. ACL/IJCNLP (2009)
Lucia Specia, Marco Turchi, Nicola Cancedda, Nello Cristianini, Marc Dymetman
Estimating the Sentence-Level Quality of Machine Translation Systems. EAMT (2009)
Lucia Specia, Nicola Cancedda, Marc Dymetman, Craig Saunders, Marco Turchi, Nello Cristianini, Zhuoran Wang, John Shawe-Taylor
Sentence-level confidence estimation for MT. SMART@EAMT (2009)
Mikhail Zaslavskiy, Marc Dymetman, Nicola Cancedda
Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem. ACL/IJCNLP (2009)
Ergun Biçici, Marc Dymetman
Dynamic Translation Memory: Using Statistical Machine Translation to Improve Translation Memory Fuzzy Matches. CICLing (2008)
Vassilina Nikoulina, Marc Dymetman
Using Syntactic Coupling Features for Discriminating Phrase-Based Translations (WMT-08 Shared Translation Task). WMT@ACL (2008)
Vassilina Nikoulina, Marc Dymetman
Experiments in Discriminating Phrase-Based Translations on the Basis of Syntactic Coupling Features. SSST@ACL (2008)
Michel Simard, Nicola Cancedda, Bruno Cavestro, Marc Dymetman, Éric Gaussier, Cyril Goutte, Philippe Langlais, Arne Mauser, Kenji Yamada
Une approche à la traduction automatique statistique par segments discontinus. TALN (Articles longs) (2005)
Michel Simard, Nicola Cancedda, Bruno Cavestro, Marc Dymetman, Éric Gaussier, Cyril Goutte, Kenji Yamada, Philippe Langlais, Arne Mauser
Translating with Non-contiguous Phrases. HLT/EMNLP (2005)
Marc Dymetman
Chart-parsing techniques and the prediction of valid editing moves in structured document authoring. ACM Symposium on Document Engineering (2004)
Guy Lapalme, Caroline Brun, Marc Dymetman
MDA-XML : une expérience de rédaction contrôlée multilingue basée sur XML. TALN (Posters) (2003)
Caroline Brun, Marc Dymetman, Eric Fanchon, Stanislas Lhomme, Sylvain Pogodalla
Semantically-based text authoring and the concurrent documentation of experimental protocols. ACM Symposium on Document Engineering (2003)
Marc Dymetman, Aurélien Max, Kenji Yamada
Towards Interactive Text Understanding. ACL (Companion) (2003)
Caroline Brun, Marc Dymetman, Eric Fanchon, Stanislas Lhomme
Controlled Authoring of Biological Experiment Reports. EACL (2003)
Marc Dymetman
Document Content Authoring and Hybrid Knowledge Bases. KRDB (2002)
Marc Dymetman
Text Authoring, Knowledge Acquisition and Description Logics. COLING (2002)
Marc Dymetman, Veronika Lux, Aarne Ranta
XML and Multilingual Document Authoring: Convergent Trends. COLING (2000)
Marc Dymetman, Frédéric Tendeau
Context-Free Grammar Rewriting and the Transfer of Packed Linguistic Representations. COLING (2000)
Caroline Brun, Marc Dymetman, Veronika Lux
Document structure and multilingual authoring. INLG (2000)
Marc Dymetman
Some Remarks on the Geometry of Grammar CoRR (1999)
Marc Dymetman
Group Theory and Grammatical Description CoRR (1998)
Marc Dymetman
Group Theory and Computational Linguistics. J. Log. Lang. Inf. 7 (4) (1998)
Marc Dymetman, Max Copperman
Intelligent Paper. EP (1998)
Marc Dymetman
Group Theory and Linguistic Processing. COLING-ACL (1998)
Marc Dymetman
Charts, Interaction-Free Grammars, and the Compact Representation of Ambiguity CoRR (1997)
Marc Dymetman
Charts, Interaction-free Grammars, and the Compact Representation of Ambiguity. IJCAI (2) (1997)
Marc Dymetman, Max Copperman
Extended Dependency Structures and their Formal Interpretation CoRR (1996)
Patrick Blackburn, Marc Dymetman, Alain Lecomte, Aarne Ranta, Christian Retoré, Éric Villemonte de la Clergerie
Logical Aspects of Computational Linguistics: An Introduction. LACL (1996)
Marc Dymetman
A Simple Transformation for Offline-Parsable Grammars and its Termination Properties CoRR (1996)
Marc Dymetman, Max Copperman
Extended Dependency Structures and their Formal Interpretation. COLING (1996)
Marc Dymetman, Julie Brousseau, George F. Foster, Pierre Isabelle, Yves Normandin, Pierre Plamondon
Towards an automatic dictation system for translators : the transtalk project. ICSLP (1994)
Marc Dymetman
A Simple Transformation for ONine-Parsable Grammars and its Termination Properties. COLING (1994)
Marc Dymetman, Julie Brousseau, George F. Foster, Pierre Isabelle, Yves Normandin, Pierre Plamondon
Towards an Automatic Dictation System for Translators: the TransTalk Project. CoRR (1994)
Pierre Isabelle, Marc Dymetman, George F. Foster, Jean-Marc Jutras, Elliott Macklovitch, François Perrault, Xiaobo Ren, Michel Simard
Translation analysis and translation automation. CASCON (1993)
Marc Dymetman
A Generalized Greibach Normal Form for Definite Clause Grammars. COLING (1992)
Marc Dymetman, Pierre Isabelle, François Perrault
A Symmetrical Approach to Parsing and Generation. COLING (1990)
Pierre Isabelle, Marc Dymetman, Elliott Macklovitch
CRITTER: a translation system for agricultural market reports. COLING (1988)
Marc Dymetman
Two Approaches to Commonsense Inferencing for Discourse Analysis. COLING (1986)