Ryan Lowe

According to our database, Ryan Lowe authored at least 30 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Training language models to follow instructions with human feedback.

Long Ouyang, Jeffrey Wu, Xu Jiang, Diogo Almeida, Carroll L. Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, John Schulman, Jacob Hilton, Fraser Kelton, Luke Miller, Maddie Simens, Amanda Askell, Peter Welinder, Paul F. Christiano, Jan Leike, Ryan Lowe

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

How do multilingual users search? An investigation of query and result list language choices.

Ben Steichen, Ryan Lowe

J. Assoc. Inf. Sci. Technol., 2021

Recursively Summarizing Books with Human Feedback.

Jeff Wu, Long Ouyang, Daniel M. Ziegler, Nisan Stiennon, Ryan Lowe, Jan Leike, Paul F. Christiano

CoRR, 2021

2020

Learning to summarize from human feedback.

Nisan Stiennon, Long Ouyang, Jeff Wu, Daniel M. Ziegler, Ryan Lowe, Chelsea Voss, Alec Radford, Dario Amodei, Paul F. Christiano

CoRR, 2020

Ideas for Improving the Field of Machine Learning: Summarizing Discussion from the NeurIPS 2019 Retrospectives Workshop.

Shagun Sodhani, Mayoore S. Jaiswal, Lauren Baker, Koustuv Sinha, Carl Shneider, Peter Henderson, Joel Lehman, Ryan Lowe

CoRR, 2020

Learning to summarize with human feedback.

Nisan Stiennon, Long Ouyang, Jeffrey Wu, Daniel M. Ziegler, Ryan Lowe, Chelsea Voss, Alec Radford, Dario Amodei, Paul F. Christiano

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

On the interaction between supervision and self-play in emergent communication.

Ryan Lowe, Abhinav Gupta, Jakob N. Foerster, Douwe Kiela, Joelle Pineau

Proceedings of the 8th International Conference on Learning Representations, 2020

Learning an Unreferenced Metric for Online Dialogue Evaluation.

Koustuv Sinha, Prasanna Parthasarathi, Jasmine Wang, Ryan Lowe, William L. Hamilton, Joelle Pineau

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

The Second Conversational Intelligence Challenge (ConvAI2).

Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander H. Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W. Black, Alexander I. Rudnicky, Jason D. Williams, Joelle Pineau, Mikhail Burtsev, Jason Weston

CoRR, 2019

Trauma Care Decision Support Under Fire.

Christopher Nemeth, Brian W. Pickering, Adam Amos-Binks, Andrew M. Harrison, Yuliya Pinevich, Ryan Lowe, Gregory Rule, Dawn Laufersweiler, Vitaly Herasevich

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Seeded self-play for language learning.

Abhinav Gupta, Ryan Lowe, Jakob N. Foerster, Douwe Kiela, Joelle Pineau

Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge, 2019

On the Pitfalls of Measuring Emergent Communication.

Ryan Lowe, Jakob N. Foerster, Y-Lan Boureau, Joelle Pineau, Yann N. Dauphin

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018

A Survey of Available Corpora For Building Data-Driven Dialogue Systems: The Journal Version.

Iulian Vlad Serban, Ryan Lowe, Peter Henderson, Laurent Charlin, Joelle Pineau

Dialogue Discourse, 2018

Ethical Challenges in Data-Driven Dialogue Systems.

Peter Henderson, Koustuv Sinha, Nicolas Angelard-Gontier, Nan Rosemary Ke, Genevieve Fried, Ryan Lowe, Joelle Pineau

Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 2018

2017

Training End-to-End Dialogue Systems with the Ubuntu Dialogue Corpus.

Ryan Thomas Lowe, Nissan Pow, Iulian Vlad Serban, Laurent Charlin, Chia-Wei Liu, Joelle Pineau

Dialogue Discourse, 2017

Multilingual Search User Behaviors - Exploring Multilingual Querying and Result Selection Through Crowdsourcing.

Ryan Lowe, Ben Steichen

Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments.

Ryan Lowe, Yi Wu, Aviv Tamar, Jean Harb, Pieter Abbeel, Igor Mordatch

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Towards an automatic Turing test: Learning to evaluate dialogue responses.

Ryan Lowe, Michael D. Noseworthy, Iulian Vlad Serban, Nicolas Angelard-Gontier, Yoshua Bengio, Joelle Pineau

Proceedings of the 5th International Conference on Learning Representations, 2017

An Actor-Critic Algorithm for Sequence Prediction.

Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron C. Courville, Yoshua Bengio

Proceedings of the 5th International Conference on Learning Representations, 2017

World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions.

Teng Long, Emmanuel Bengio, Ryan Lowe, Jackie Chi Kit Cheung, Doina Precup

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues.

Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron C. Courville, Yoshua Bengio

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Generative Deep Neural Networks for Dialogue: A Short Review.

Iulian Vlad Serban, Ryan Lowe, Laurent Charlin, Joelle Pineau

CoRR, 2016

On the Evaluation of Dialogue Systems with Next Utterance Classification.

Ryan Lowe, Iulian Vlad Serban, Michael D. Noseworthy, Laurent Charlin, Joelle Pineau

Proceedings of the SIGDIAL 2016 Conference, 2016

How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation.

Chia-Wei Liu, Ryan Lowe, Iulian Serban, Michael D. Noseworthy, Laurent Charlin, Joelle Pineau

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data.

Teng Long, Ryan Lowe, Jackie Chi Kit Cheung, Doina Precup

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

A Survey of Available Corpora for Building Data-Driven Dialogue Systems.

Iulian Vlad Serban, Ryan Lowe, Peter Henderson, Laurent Charlin, Joelle Pineau

CoRR, 2015

The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems.

Ryan Lowe, Nissan Pow, Iulian Serban, Joelle Pineau

Proceedings of the SIGDIAL 2015 Conference, 2015

Prognostication of solder-joint reliability of 0.4mm and 0.5mm pitch bgas subjected to mechanical shocks up to 10, 000G.

Pradeep Lall, Kalyan Dornala, Junchao Wei, Ryan Lowe, Jason Foley

Proceedings of the 2015 IEEE Conference on Prognostics and Health Management, 2015

2012

Extended Kalman Filter Models and Resistance Spectroscopy for Prognostication and Health Monitoring of Leadfree Electronics Under Vibration.

Pradeep Lall, Ryan Lowe, Kai Goebel

IEEE Trans. Reliab., 2012

Prognostics Health Management of Electronic Systems Under Mechanical Shock and Vibration Using Kalman Filter Models and Metrics.

Pradeep Lall, Ryan Lowe, Kai Goebel

IEEE Trans. Ind. Electron., 2012