Hailey Schoelkopf
- Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling
2023/04/03 by Stella Biderman, Hailey Schoelkopf, Biderman, Stella +23 · 3 voices · 221 citations
#cs.CL
- Llemma: An Open Language Model For Mathematics
2023/10/16 by Zhangir Azerbayev, Hailey Schoelkopf, Azerbayev, Zhangir +15 · 2 voices · 42 citations
#cs.CL #cs.AI #cs.LO
- Lessons from the Trenches on Reproducible Evaluation of Language Models
2024/05/23 by Stella Biderman, Hailey Schoelkopf, Biderman, Stella +58 · 2 voices · 35 citations
Computer Science · #Natural Language Processing Techniques
- Humanity's Last Exam
2025/01/24 by Long Phan, Phan, Long, Alice Gatti +2240 · 9 voices · 106 citations
#cs.LG #cs.AI #cs.CL
- Emergent and Predictable Memorization in Large Language Models
2023/04/21 by Stella Biderman, Biderman, Stella, USVSN Sai Prashanth +12 · 2 voices · 16 citations
Computer Science · #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling #cs.CL
- StarCoder: may the source be with you!
2023/05/09 by Raymond Li, Loubna Ben Allal, Li, Raymond +130 · 95 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models
2024/06/24 by Sean Welleck, Amanda Bertsch, Welleck, Sean +14 · 3 voices · 24 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- FOLIO: Natural Language Reasoning with First-Order Logic
2022/09/02 by Simeng Han, Hailey Schoelkopf, Han, Simeng +58 · 27 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics
2023/02/24 by Zhangir Azerbayev, Bartosz Piotrowski, Azerbayev, Zhangir +9 · 29 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Logic, programming, and type systems #Mathematics, Computing, and Information Processing #Statistics Education and Methodologies
- Social Choice Should Guide AI Alignment in Dealing with Diverse Human Feedback
2024/04/16 by Vincent Conitzer, Rachel Freedman, Conitzer, Vincent +21 · 1 voice · 23 citations
#cs.LG #cs.AI #cs.CL #cs.CY #cs.GT
- Consent in Crisis: The Rapid Decline of the AI Data Commons
2024/07/20 by Shayne Longpre, Longpre, Shayne, Robert Mahari +104 · 5 voices · 13 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #cs.AI #cs.CL #cs.LG
- SantaCoder: don't reach for the stars!
2023/01/09 by Loubna Ben Allal, Raymond Li, Allal, Loubna Ben +79 · 15 citations
Computer Science · #Software Engineering Research #Topic Modeling #Machine Learning and Data Classification
- BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting
2022/12/19 by Zheng-Xin Yong, Yong, Zheng-Xin, Hailey Schoelkopf +26 · 11 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
- Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?
2024/06/06 by Rylan Schaeffer, Hailey Schoelkopf, Schaeffer, Rylan +15 · 13 citations
Computer Science · #Explainable Artificial Intelligence (XAI)
- PolyPythias: Stability and Outliers across Fifty Language Model Pre-Training Runs
2025/03/12 by Oskar van der Wal, Pietro Lesci, van der Wal, Oskar +11 · 2 voices · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Suppressing Pink Elephants with Direct Principle Feedback
2024/02/12 by Louis Castricato, Castricato, Louis, Nathan Lile +9 · 3 voices
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Psychology · #Animal Behavior and Reproduction #Animal Vocal Communication and Behavior #Primate Behavior and Ecology #cs.CL
- Self-Directed Synthetic Dialogues and Revisions Technical Report
2024/07/25 by Nathan Lambert, Hailey Schoelkopf, Lambert, Nathan +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Speech and dialogue systems
- GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration
2023/06/02 by Aleksandra Piktus, Piktus, Aleksandra, Odunayo Ogundepo +15 · 1 citation
Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Computational and Text Analysis Methods