Scialom, Thomas
- Toolformer: Language Models Can Teach Themselves to Use Tools
2023/02/09 by Timo Schick, Schick, Timo, Jane Dwivedi-Yu +15 · 7 voices · 694 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- GAIA: a benchmark for General AI Assistants
2023/11/21 by Grégoire Mialon, Mialon, Grégoire, Clémentine Fourrier +9 · 6 voices · 241 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL
- The Llama 3 Herd of Models
2024/07/31 by Grattafiori, Aaron, Dubey, Abhimanyu, Jauhri, Abhinav +556 · 2815 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Llama 2: Open Foundation and Fine-Tuned Chat Models
2023/07/18 by Hugo Touvron, Louis Martin, Touvron, Hugo +133 · 1353 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Code Llama: Open Foundation Models for Code
2023/08/24 by Baptiste Rozière, Rozière, Baptiste, Jonas Gehring +48 · 308 citations
Computer Science · #Model-Driven Software Engineering Techniques #Advanced Database Systems and Queries #Semantic Web and Ontologies
- BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
2022/11/09 by Workshop, BigScience, :, Scao, Teven Le +391 · 109 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Galactica: A Large Language Model for Science
2022/11/16 by Ross Taylor, Marcin Kardas, Taylor, Ross +15 · 50 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (stat.ML) #Mathematics, Computing, and Information Processing #Scientific Computing and Data Management
- Nougat: Neural Optical Understanding for Academic Documents
2023/08/25 by Lukas Blecher, Blecher, Lukas, Guillem Cucurull +5 · 36 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing Techniques and Applications #Machine Learning (cs.LG)
- Augmented Language Models: a Survey
2023/02/15 by Grégoire Mialon, Mialon, Grégoire, Roberto Dessì +23 · 33 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- TRUE: Re-evaluating Factual Consistency Evaluation
2022/04/11 by Or Honovich, Roee Aharoni, Honovich, Or +17 · 24 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- QuestEval: Summarization Asks for Fact-based Evaluation
2021/03/23 by Thomas Scialom, Paul-Alexis Dray, Scialom, Thomas +11 · 20 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor
2022/12/19 by Or Honovich, Thomas Scialom, Honovich, Or +5 · 23 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Fine-tuned Language Models are Continual Learners
2022/05/24 by Thomas Scialom, Scialom, Thomas, Tuhin Chakrabarty +3 · 16 citations
Computer Science · Medicine · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Artificial Intelligence in Healthcare and Education
- MLSUM: The Multilingual Summarization Corpus
2020/04/30 by Scialom, Thomas, Dray, Paul-Alexis, Lamprier, Sylvain +2 · 10 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- NL-Augmenter: A Framework for Task-Sensitive Natural Language\n Augmentation
2021/12/05 by Kaustubh Dhole, Varun Gangal, Dhole, Kaustubh D. +221 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Answers Unite! Unsupervised Metrics for Reinforced Summarization Models
2019/09/04 by Thomas Scialom, Scialom, Thomas, Sylvain Lamprier +5 · 6 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question\n Answering
2020/10/23 by Arij Riabi, Riabi, Arij, Thomas Scialom +9 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Ask to Learn: A Study on Curiosity-driven Question Generation
2019/11/08 by Scialom, Thomas, Staiano, Jacopo · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic\n Evaluation
2021/04/15 by Clément Rebuffel, Thomas Scialom, Rebuffel, Clément +13 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- WorldSense: A Synthetic Benchmark for Grounded Reasoning in Large Language Models
2023/11/27 by Y. Benchekroun, Benchekroun, Youssef, Megi Dervishi +17 · 4 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Project PIAF: Building a Native French Question-Answering Dataset
2020/07/02 by Keraron, Rachel, Lancrenon, Guillaume, Bras, Mathilde +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Rethinking Automatic Evaluation in Sentence Simplification
2021/04/15 by Thomas Scialom, Scialom, Thomas, Louis Martin +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- QACE: Asking Questions to Evaluate an Image Caption
2021/08/28 by Lee, Hwanhee, Scialom, Thomas, Yoon, Seunghyun +2 · 1 citation
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Skim-Attention: Learning to Focus via Document Layout
2021/09/02 by Nguyen, Laura, Scialom, Thomas, Staiano, Jacopo +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- ARE: Scaling Up Agent Environments and Evaluations
2025/09/21 by Romain Froger, Froger, Romain, Pierre Andrews +44 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation