Mathieu Ravaut

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Single Document Summarization

Mutual Reinforcement

Top Venues

Publications

Mathieu Ravaut, Hao Zhang, Lu Xu, Aixin Sun, Yong Liu
Parameter-Efficient Conversational Recommender System as a Language Processing Task. EACL (1) (2024)
Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty
How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library. CoRR (2024)
Mathieu Ravaut, Hao Zhang, Lu Xu, Aixin Sun, Yong Liu
Parameter-Efficient Conversational Recommender System as a Language Processing Task. CoRR (2024)
Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
LOCOST: State-Space Models for Long Document Abstractive Summarization. EACL (1) (2024)
Mathieu Ravaut, Aixin Sun, Nancy F. Chen, Shafiq Joty
On Context Utilization in Summarization with Large Language Models. ACL (1) (2024)
Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
LOCOST: State-Space Models for Long Document Abstractive Summarization. CoRR (2024)
Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen
PromptSum: Parameter-Efficient Controllable Abstractive Summarization. CoRR (2023)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
Unsupervised Summarization Re-ranking. ACL (Findings) (2023)
Mathieu Ravaut, Shafiq Joty, Aixin Sun, Nancy F. Chen
On Position Bias in Summarization with Large Language Models. CoRR (2023)
Iva Bojic, Josef Halim, Verena Suharman, Sreeja Tar, Qi Chwen Ong, Duy Phung, Mathieu Ravaut, Shafiq Joty, Josip Car
A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets. CoRR (2023)
Hailin Chen, Fangkai Jiao, Xingxuan Li, Chengwei Qin, Mathieu Ravaut, Ruochen Zhao, Caiming Xiong, Shafiq Joty
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? CoRR (2023)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
Towards Summary Candidates Fusion. CoRR (2022)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. CoRR (2022)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. ACL (1) (2022)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
Towards Summary Candidates Fusion. EMNLP (2022)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
Unsupervised Summarization Re-ranking. CoRR (2022)
Mathieu Ravaut, Hamed Sadeghi, Kin Kwan Leung, Maksims Volkovs, Kathy Kornas, Vinyas Harish, Tristan Watson, Gary F. Lewis, Alanna Weisman, Tomi Poutanen, Laura C. Rosella
Predicting adverse outcomes due to diabetes complications with machine learning using administrative health data. npj Digit. Medicine 4 (2021)
Maksims Volkovs, Zhaoyue Cheng, Mathieu Ravaut, Hojin Yang, Kevin Shen, Jin Peng Zhou, Anson Wong, Saba Zuberi, Ivan Zhang, Nick Frosst, Helen Ngo, Carol Chen, Bharat Venkitesh, Stephen Gou, Aidan N. Gomez
Predicting Twitter Engagement With Deep Language Models. RecSys Challenge (2020)
Mathieu Ravaut, Hamed Sadeghi, Kin Kwan Leung, Maksims Volkovs, Laura C. Rosella
Diabetes Mellitus Forecasting Using Population Health Data in Ontario, Canada. CoRR (2019)
Aparna Balagopalan, Satya Gorti, Mathieu Ravaut, Raeid Saqur
ReGAN: RE[LAX|BAR|INFORCE] based Sequence Generation using GANs. CoRR (2018)
Kingsley Kuan, Mathieu Ravaut, Gaurav Manek, Huiling Chen, Jie Lin, Babar Nazir, Cen Chen, Tse Chiang Howe, Zeng Zeng, Vijay Chandrasekhar
Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge. CoRR (2017)
Zhe Wang, Kingsley Kuan, Mathieu Ravaut, Gaurav Manek, Sibo Song, Fang Yuan, Kim Seokhwan, Nancy F. Chen, Luis Fernando D'Haro, Anh Tuan Luu, Hongyuan Zhu, Zeng Zeng, Ngai-Man Cheung, Georgios Piliouras, Jie Lin, Vijay Chandrasekhar
Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text. CoRR (2017)