Marc Dymetman
31 papers · 2000–2025 · 10 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (10) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (25)
π
Interdisciplinary Bridge
π
Conference Polyglot
(10)
π
Academic Marathon
(25)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(53)
π
Conference Pioneer
π
Century Club
(31)
π₯
Unstoppable
(6)
π
Trend Setter
β
The Questioner
Conferences
ACL (8)
EMNLP (6)
COLING (4)
ICLR (3)
CONLL (2)
EACL (2)
ICML (2)
IJCNLP (2)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
language model
(3)
autoregressive model
(2)
generative model
(2)
preference alignment
(2)
policy gradient
(2)
distribution matching
(2)
reinforcement learning
(2)
recurrent neural network
(2)
large language model
(2)
self-supervised learning
(1)
semantic parsing
(1)
neural machine translation
(1)
language modeling
(1)
parallel corpus
(1)
transfer learning
(1)
natural language generation
(1)
importance sampling
(1)
kl divergence
(1)
sentiment analysis
(1)
parameter efficient
(1)
Papers
FaST: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data
EMNLP 2025
Guaranteed Generation from Large Language Models
ICLR 2025
Compositional Preference Models for Aligning LMs
ICLR 2024
disco: a toolkit for Distributional Control of Generative Models
ACL 2023
Should you marginalize over possible tokenizations?
ACL 2023
Aligning Language Models with Preferences through $f$-divergence Minimization
ICML 2023
Controlling Conditional Language Models without Catastrophic Forgetting
ICML 2022
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting
NIPS 2022
A Distributional Approach to Controlled Text Generation
ICLR 2021
Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness
EMNLP 2019
Global Autoregressive Models for Data-Efficient Sequence Learning
CONLL 2019
Symbolic Priors for RNN-based Semantic Parsing
IJCAI 2017
Natural Language Generation through Character-based RNNs with Finite-state Prior Knowledge
COLING 2016
Sequence-based Structured Prediction for Semantic Parsing
ACL 2016
Reversibility reconsidered: finite-state factors for efficient probabilistic sampling in parsing and generation
EMNLP 2015
Exact Decoding for Phrase-Based Statistical Machine Translation
EMNLP 2014
A Lightweight Terminology Verification Service for External Machine Translation Engines
EACL 2014
SORT: An Interactive Source-Rewriting Tool for Improved Translation
ACL 2013
Prediction of Learning Curves in Machine Translation
ACL 2012
Exact Sampling and Decoding in High-Order Hidden Markov Models
EMNLP 2012
Exact Sampling and Decoding in High-Order Hidden Markov Models
CONLL 2012
Source-Language Entailment Modeling for Translating Unknown Terms
IJCNLP 2009
Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem
ACL 2009
Source-Language Entailment Modeling for Translating Unknown Terms
ACL 2009
Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem
IJCNLP 2009
Translating with Non-contiguous Phrases
EMNLP 2005
Controlled Authoring of Biological Experiment Reports
EACL 2003
Towards Interactive Text Understanding
ACL 2003
Text Authoring, Knowledge Acquisition and Description Logics
COLING 2002
Context-Free Grammar Rewriting and the Transfer of Packed Linguistic Representations
COLING 2000
XML and Multilingual Document Authoring: Convergent Trends
COLING 2000