Maarten Bosma
- Emergent Abilities of Large Language Models
2022/06/15 by Jason Wei, Wei, Jason, Yi Tay +30 · 17 voices · 286 citations
Computer Science · #Topic Modeling #Machine Learning and Data Classification #Machine Learning and Algorithms
- BNAI, NO-TOKEN, and MIND-UNITY: Pillars of a Systemic Revolution in Artificial Intelligence
2022/01/28 by Jason Wei, Xuezhi Wang, Wei, Jason +17 · 18 voices · 2451 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
- Program Synthesis with Large Language Models
2021/08/16 by Jacob Austin, Austin, Jacob, Augustus Odena +21 · 1 voice · 673 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling #cs.LG #cs.PL
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 145 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- PaLM: Scaling Language Modeling with Pathways
2022/04/05 by Aakanksha Chowdhery, Sharan Narang, Chowdhery, Aakanksha +129 · 450 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Finetuned Language Models Are Zero-Shot Learners
2021/09/03 by Jason Wei, Maarten Bosma, Wei, Jason +15 · 380 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- LaMDA: Language Models for Dialog Applications
2022/01/20 by Romal Thoppilan, Thoppilan, Romal, Daniel De Freitas +117 · 2 voices · 54 citations
#cs.CL #cs.AI
- GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
2021/12/13 by Nan Du, Du, Nan, Yanping Huang +51 · 114 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Show Your Work: Scratchpads for Intermediate Computation with Language Models
2021/11/30 by Maxwell Nye, Nye, Maxwell, Anders Andreassen +22 · 92 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling