Bartolo, Max
- Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models
2024/11/19 by Laura Ruis, Ruis, Laura, Maximilian Mozes +18 · 24 voices · 8 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- Humanity's Last Exam
2025/01/24 by Long Phan, Phan, Long, Alice Gatti +2240 · 9 voices · 105 citations
#cs.LG #cs.AI #cs.CL
- Fishing for Magikarp: Automatically Detecting Under-trained Tokens in Large Language Models
2024/05/08 by Sander Land, Max Bartolo, Land, Sander +1 · 3 voices · 7 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity
2021/04/18 by Yao Lu, Max Bartolo, Lu, Yao +7 · 69 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
- Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality
2022/04/07 by Tristan Thrush, Thrush, Tristan, Ryan Jiang +11 · 59 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Dynabench: Rethinking Benchmarking in NLP
2021/04/07 by Kiela, Douwe, Bartolo, Max, Nie, Yixin +16 · 36 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Aya 23: Open Weight Releases to Further Multilingual Progress
2024/05/23 by Viraat Aryabumi, Aryabumi, Viraat, John Dang +39 · 1 voice · 15 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
- Introducing v0.5 of the AI Safety Benchmark from MLCommons
2024/04/18 by Bertie Vidgen, Adarsh Agrawal, Vidgen, Bertie +202 · 2 voices · 10 citations
Computer Science · #Adversarial Robustness in Machine Learning
- Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
2024/02/09 by Shivalika Singh, Singh, Shivalika, Freddie Vargus +63 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- DataPerf: Benchmarks for Data-Centric AI Development
2022/07/20 by Mark Mazumder, Colby Banbury, Mazumder, Mark +78 · 6 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Human Feedback is not Gold Standard
2023/09/28 by Tom Hosking, Hosking, Tom, Phil Blunsom +3 · 6 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Improving Reward Models with Synthetic Critiques
2024/05/31 by Zihuiwen Ye, Fraser Greenlee-Scott, Ye, Zihuiwen +9 · 6 citations
Economics, Econometrics and Finance · #Diverse Scientific and Economic Studies
- Atla Selene Mini: A General Purpose Evaluation Model
2025/01/27 by Andrei Alexandru, Alexandru, Andrei, Antonia Calvi +21 · 10 citations
Computer Science · Social Sciences · #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
- Command A: An Enterprise-Ready Large Language Model
2025/04/01 by Team Cohere, Cohere, Team, : +316 · 10 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Software System Performance and Reliability #Advanced Software Engineering Methodologies
- Adversarial Nibbler: An Open Red-Teaming Method for Identifying Diverse Harms in Text-to-Image Generation
2024/02/14 by Jessica Quaye, Alicia Parrish, Quaye, Jessica +27 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons
2025/02/19 by Shaona Ghosh, Heather Frase, Ghosh, Shaona +200 · 1 voice · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
- No Need for Explanations: LLMs can implicitly learn from mistakes in-context
2025/02/12 by Alazraki, Lisa, Mozes, Maximilian, Campos, Jon Ander +3 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- DMLR: Data-centric Machine Learning Research -- Past, Present and Future
2023/11/21 by Oala, Luis, Maskey, Manil, Bat-Leah, Lilith +35 · 2 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Parallel #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants
2021/12/16 by Max Bartolo, Bartolo, Max, Tristan Thrush +9 · 1 citation
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Mobile Crowdsensing and Crowdsourcing
- Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks
2022/04/05 by Tristan Thrush, Kushal Tirumala, Thrush, Tristan +17 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research