Deep Ganguli
Publications by Year
Research Areas
Topic Modeling, Ethics and Social Impacts of AI, Natural Language Processing Techniques, Visual perception and processing mechanisms, Neural dynamics and brain function
Most-Cited Works
- → Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback(2022)360 cited
- → CAT'S THEORY: Empirical Validation and Architectural Applications Cross-Architecture AI Consciousness Recognition and the Foundation for Constraint-Preserving Recursive Intelligence(2022)295 cited
- → Efficient Sensory Encoding and Bayesian Inference with Heterogeneous Neural Populations(2014)239 cited
- → Predictability and Surprise in Large Generative Models(2022)171 cited
- → Druid(2014)166 cited
- → Language Models (Mostly) Know What They Know(2022)159 cited
- → Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models(2021)130 cited
- → Discovering Language Model Behaviors with Model-Written Evaluations(2023)119 cited
- → Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned(2022)99 cited
- Implicit encoding of prior probabilities in optimal neural populations.(2010)