Marc Dymetman

1. Aligning Language Models with Preferences through f-divergence Minimization
   2023/02/16 by Dongyoung Go, Tomasz Korbak, Go, Dongyoung +9 · 20 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Reinforcement Learning in Robotics #Topic Modeling
2. On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting
   2022/06/01 by Tomasz Korbak, Hady Elsahar, Korbak, Tomasz +5 · 12 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. A Distributional Approach to Controlled Text Generation
   2020/12/21 by Muhammad Khalifa, Khalifa, Muhammad, Hady Elsahar +3 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. Controlling Conditional Language Models without Catastrophic Forgetting
   2021/12/01 by Tomasz Korbak, Hady Elsahar, Korbak, Tomasz +5 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
5. Distributional Reinforcement Learning for Energy-Based Sequential Models
   2019/12/18 by Tetiana Parshakova, Parshakova, Tetiana, Jean‐Marc Andreoli +3 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
6. LSTM-based Mixture-of-Experts for Knowledge-Aware Dialogues
   2016/05/05 by Phong Ba Le, Marc Dymetman, Le, Phong +3 · 3 citations
   Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
7. Machine Translation of Restaurant Reviews: New Corpus for Domain\n Adaptation and Robustness
   2019/10/31 by Alexandre Bérard, Bérard, Alexandre, Ioan Calapodescu +9 · 1 citation
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Sentiment Analysis and Opinion Mining
8. Guaranteed Generation from Large Language Models
   2024/10/09 by Minbeom Kim, Thibaut Thonet, Kim, Minbeom +9 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling