Mathieu Ravaut

1. ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?
   2023/11/28 by Hailin Chen, Fangkai Jiao, Chen, Hailin +13 · 3 voices · 1 citation
   Computer Science · Medicine · Psychology · #Artificial Intelligence in Healthcare and Education #Cognitive psychology #Computer science #Flourishing #Open source #Psychology #Social psychology #Topic Modeling #cs.CL
2. Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge
   2017/05/26 by Kingsley Kuan, Mathieu Ravaut, Kuan, Kingsley +17 · 1 voice · 3 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #cs.CV
3. On Context Utilization in Summarization with Large Language Models
   2023/10/16 by Mathieu Ravaut, Aixin Sun, Ravaut, Mathieu +5 · 8 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
4. Parameter-Efficient Conversational Recommender System as a Language Processing Task
   2024/01/25 by Mathieu Ravaut, Ravaut, Mathieu, Hao Zhang +7 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
5. A Comprehensive Survey of Contamination Detection Methods in Large Language Models
   2024/03/31 by Mathieu Ravaut, Bosheng Ding, Ravaut, Mathieu +14 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Library Science and Information Systems
6. Gradient descent revisited via an adaptive online learning rate
   2018/01/27 by Mathieu Ravaut, Ravaut, Mathieu, Satya Krishna Gorti +1 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (stat.ML) #Neural Networks and Applications #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
7. Enriching Datasets with Demographics through Large Language Models: What's in a Name?
   2024/09/17 by Khaled Alnuaimi, Gautier Marti, AlNuaimi, Khaled +9 · 2 citations
   Computer Science · Decision Sciences · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling #demographic modeling and climate adaptation
8. StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs
   2024/12/23 by Hailin Chen, Chen, Hailin, Fangkai Jiao +19 · 1 citation
   Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property