Sotabase

Career

· Head of Research, Sierra2023–2025
· Associate Professor, Princeton University2018–
· Visiting Research Scientist, OpenAI2017–2018
· PhD Student, Massachusetts Institute of Technology2012–2017

Publications (138)

Improving Language Understanding by Generative Pre-Training
2018
14,112
cited
ReAct: Synergizing Reasoning and Acting in Language Models
International Conference on Learning Representations · 2022
5,668
cited
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Neural Information Processing Systems · 2023
3,267
cited
Reflexion: language agents with verbal reinforcement learning
Neural Information Processing Systems · 2023
2,448
cited
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation
Neural Information Processing Systems · 2016
1,236
cited
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
Neural Information Processing Systems · 2022
786
cited
Language Understanding for Text-based Games using Deep Reinforcement Learning
Conference on Empirical Methods in Natural Language Processing · 2015
377
cited
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation
Neural Information Processing Systems · 2019
313
cited
Cognitive Architectures for Language Agents
Trans. Mach. Learn. Res. · 2023
293
cited
Projection-Based Constrained Policy Optimization
International Conference on Learning Representations · 2020
291
cited
Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning
Conference on Empirical Methods in Natural Language Processing · 2016
153
cited
Keep CALM and Explore: Language Models for Action Generation in Text-based Games
Conference on Empirical Methods in Natural Language Processing · 2020
149
cited
sk_p: a neural program corrector for MOOCs
ACM SIGPLAN International Conference on Systems, Programming, Languages and Applications: Software for Humanity · 2016
126
cited
ShieldGemma: Generative AI Content Moderation Based on Gemma
arXiv.org · 2024
117
cited
Evolving Graphical Planner: Contextual Global Planning for Vision-and-Language Navigation
Neural Information Processing Systems · 2020
101
cited
Self-Attention Networks Can Process Bounded Hierarchical Languages
Annual Meeting of the Association for Computational Linguistics · 2021
100
cited
Nonparametric Spherical Topic Modeling with Word Embeddings
Annual Meeting of the Association for Computational Linguistics · 2016
91
cited
Grounding Language for Transfer in Deep Reinforcement Learning
Journal of Artificial Intelligence Research · 2017
88
cited
Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge
Conference on Empirical Methods in Natural Language Processing · 2016
88
cited
Universal Adversarial Attacks with Natural Triggers for Text Classification
North American Chapter of the Association for Computational Linguistics · 2020
80
cited
Sotabase
Karthik Narasimhan | Researcher Profile | Sotabase | Sotabase