TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Martı́n Abadi, Ashish Agarwal, Paul Barham, +36

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolAi Foundation +14

TensorFlow: A system for large-scale machine learning

Martı́n Abadi, Paul Barham, Jianmin Chen, +18

arXiv (Cornell University)

Cluster ComputingEngineeringMachine LearningMachine Learning ToolComputer Architecture +15

TensorFlow: a system for large-scale machine learning

Martı́n Abadi, Paul Barham, Jianmin Chen, +19

Operating Systems Design and Implementation

Cluster ComputingEngineeringMachine LearningMachine Learning ToolComputer Architecture +16

Taxonomy of Risks posed by Language Models

Laura Weidinger, Jonathan Uesato, Maribeth Rauh, +20

2022 ACM Conference on Fairness, Accountability, and Transparency

Computer EthicEngineeringInformation SecurityRisk AnalysisDigital Ethic +17

Fine-Tuning Language Models from Human Preferences

Daniel M. Ziegler, Nisan Stiennon, Jeffrey Wu, +5

arXiv (Cornell University)

Llm Fine-tuningEngineeringMachine LearningReward LearningLarge Language Model +14

Invertible finite elements for robust simulation of large deformation

Geoffrey Irving, Joseph Teran, Ronald Fedkiw

Computer animation and simulation

Numerical AnalysisEngineeringMechanical EngineeringComputer-aided DesignStructural Optimization +18

Improving language models by retrieving from trillions of tokens

Sebastian Borgeaud, Arthur Mensch, Jordan Hoffmann, +25

arXiv (Cornell University)

ChunkingLlm Fine-tuningEngineeringMultilingual PretrainingLarge Language Model +18

Scaling Language Models: Methods, Analysis & Insights from Training Gopher

Jack W. Rae, Sebastian Borgeaud, Trevor Cai, +77

arXiv (Cornell University)

Artificial IntelligenceLlm Fine-tuningEngineeringModel ScaleAi Safety +17

Robust quasistatic finite elements and flesh simulation

Joseph Teran, Eftychios Sifakis, Geoffrey Irving, +1

Numerical AnalysisEngineeringMechanical EngineeringStructural OptimizationComputational Mechanics +14

Red Teaming Language Models with Language Models

Ethan Perez, Saffron Huang, Francis Song, +6

EngineeringMultilingualismLarge Language ModelLanguage ProcessingText Mining +15