Ryan Lowe

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 41

Top Topics

Sequence Prediction

Dialogue System

Top Venues

SIGDIAL Conference

Publications

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
Training language models to follow instructions with human feedback. NeurIPS (2022)
Long Ouyang, Jeff 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
Training language models to follow instructions with human feedback. CoRR (2022)
Ben Steichen, Ryan Lowe
How do multilingual users search? An investigation of query and result list language choices. J. Assoc. Inf. Sci. Technol. 72 (6) (2021)
Jeff Wu, Long Ouyang, Daniel M. Ziegler, Nisan Stiennon, Ryan Lowe, Jan Leike, Paul F. Christiano
Recursively Summarizing Books with Human Feedback. CoRR (2021)
Nisan Stiennon, Long Ouyang, Jeffrey Wu, Daniel M. Ziegler, Ryan Lowe, Chelsea Voss, Alec Radford, Dario Amodei, Paul F. Christiano
Learning to summarize with human feedback. NeurIPS (2020)
Shagun Sodhani, Mayoore S. Jaiswal, Lauren Baker, Koustuv Sinha, Carl Shneider, Peter Henderson, Joel Lehman, Ryan Lowe
Ideas for Improving the Field of Machine Learning: Summarizing Discussion from the NeurIPS 2019 Retrospectives Workshop. CoRR (2020)
Ryan Lowe, Abhinav Gupta, Jakob N. Foerster, Douwe Kiela, Joelle Pineau
On the interaction between supervision and self-play in emergent communication. CoRR (2020)
Nisan Stiennon, Long Ouyang, Jeff Wu, Daniel M. Ziegler, Ryan Lowe, Chelsea Voss, Alec Radford, Dario Amodei, Paul F. Christiano
Learning to summarize from human feedback. CoRR (2020)
Koustuv Sinha, Prasanna Parthasarathi, Jasmine Wang, Ryan Lowe, William L. Hamilton, Joelle Pineau
Learning an Unreferenced Metric for Online Dialogue Evaluation. ACL (2020)
Ryan Lowe, Abhinav Gupta, Jakob N. Foerster, Douwe Kiela, Joelle Pineau
On the interaction between supervision and self-play in emergent communication. ICLR (2020)
Koustuv Sinha, Prasanna Parthasarathi, Jasmine Wang, Ryan Lowe, William L. Hamilton, Joelle Pineau
Learning an Unreferenced Metric for Online Dialogue Evaluation. CoRR (2020)
Christopher Nemeth, Brian W. Pickering, Adam Amos-Binks, Andrew M. Harrison, Yuliya Pinevich, Ryan Lowe, Gregory Rule, Dawn Laufersweiler, Vitaly Herasevich
Trauma Care Decision Support Under Fire. SMC (2019)
Ryan Lowe, Jakob N. Foerster, Y-Lan Boureau, Joelle Pineau, Yann N. Dauphin
On the Pitfalls of Measuring Emergent Communication. CoRR (2019)
Ryan Lowe, Jakob N. Foerster, Y-Lan Boureau, Joelle Pineau, Yann N. Dauphin
On the Pitfalls of Measuring Emergent Communication. AAMAS (2019)
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 Williams, Joelle Pineau, Mikhail S. Burtsev, Jason Weston
The Second Conversational Intelligence Challenge (ConvAI2). CoRR (2019)
Abhinav Gupta, Ryan Lowe, Jakob N. Foerster, Douwe Kiela, Joelle Pineau
Seeded self-play for language learning. LANTERN@EMNLP-IJCNLP (2019)
Peter Henderson, Koustuv Sinha, Nicolas Angelard-Gontier, Nan Rosemary Ke, Genevieve Fried, Ryan Lowe, Joelle Pineau
Ethical Challenges in Data-Driven Dialogue Systems. AIES (2018)
Iulian Vlad Serban, Ryan Lowe, Peter Henderson, Laurent Charlin, Joelle Pineau
A Survey of Available Corpora For Building Data-Driven Dialogue Systems: The Journal Version. Dialogue Discourse 9 (1) (2018)
Ryan Lowe, Michael Noseworthy, Iulian Vlad Serban, Nicolas Angelard-Gontier, Yoshua Bengio, Joelle Pineau
Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses. ACL (1) (2017)
Ryan Lowe, Yi Wu, Aviv Tamar, Jean Harb, Pieter Abbeel, Igor Mordatch
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments. NIPS (2017)
Ryan Lowe, Ben Steichen
Multilingual Search User Behaviors - Exploring Multilingual Querying and Result Selection Through Crowdsourcing. UMAP (2017)
Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron C. Courville, Yoshua Bengio
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues. AAAI (2017)
Ryan Lowe, Michael Noseworthy, Iulian Vlad Serban, Nicolas Angelard-Gontier, Yoshua Bengio, Joelle Pineau
Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses. CoRR (2017)
Teng Long, Emmanuel Bengio, Ryan Lowe, Jackie Chi Kit Cheung, Doina Precup
World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions. EMNLP (2017)
Ryan Lowe, Yi Wu, Aviv Tamar, Jean Harb, Pieter Abbeel, Igor Mordatch
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments. CoRR (2017)
Ryan Lowe, Michael Noseworthy, Iulian Vlad Serban, Nicolas Angelard-Gontier, Yoshua Bengio, Joelle Pineau
Towards an automatic Turing test: Learning to evaluate dialogue responses. ICLR (Workshop) (2017)
Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron C. Courville, Yoshua Bengio
An Actor-Critic Algorithm for Sequence Prediction. ICLR (Poster) (2017)
Peter Henderson, Koustuv Sinha, Nicolas Angelard-Gontier, Nan Rosemary Ke, Genevieve Fried, Ryan Lowe, Joelle Pineau
Ethical Challenges in Data-Driven Dialogue Systems. CoRR (2017)
Iulian Vlad Serban, Ryan Lowe, Laurent Charlin, Joelle Pineau
Generative Deep Neural Networks for Dialogue: A Short Review. CoRR (2016)
Chia-Wei Liu, Ryan Lowe, Iulian Serban, Michael Noseworthy, Laurent Charlin, Joelle Pineau
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation. EMNLP (2016)
Ryan Lowe, Iulian Vlad Serban, Michael Noseworthy, Laurent Charlin, Joelle Pineau
On the Evaluation of Dialogue Systems with Next Utterance Classification. SIGDIAL Conference (2016)
Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron C. Courville, Yoshua Bengio
An Actor-Critic Algorithm for Sequence Prediction. CoRR (2016)
Teng Long, Ryan Lowe, Jackie Chi Kit Cheung, Doina Precup
Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data. CoRR (2016)
Ryan Lowe, Iulian Vlad Serban, Michael Noseworthy, Laurent Charlin, Joelle Pineau
On the Evaluation of Dialogue Systems with Next Utterance Classification. CoRR (2016)
Chia-Wei Liu, Ryan Lowe, Iulian Vlad Serban, Michael Noseworthy, Laurent Charlin, Joelle Pineau
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation. CoRR (2016)
Teng Long, Ryan Lowe, Jackie Chi Kit Cheung, Doina Precup
Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data. ACL (2) (2016)
Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron C. Courville, Yoshua Bengio
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues. CoRR (2016)
Pradeep Lall, Kalyan Dornala, Junchao Wei, Ryan Lowe, Jason Foley
Prognostication of solder-joint reliability of 0.4mm and 0.5mm pitch bgas subjected to mechanical shocks up to 10, 000G. ICPHM (2015)
Iulian Vlad Serban, Ryan Lowe, Peter Henderson, Laurent Charlin, Joelle Pineau
A Survey of Available Corpora for Building Data-Driven Dialogue Systems. CoRR (2015)
Ryan Lowe, Nissan Pow, Iulian Serban, Joelle Pineau
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems. SIGDIAL Conference (2015)
Ryan Lowe, Nissan Pow, Iulian Serban, Joelle Pineau
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems. CoRR (2015)
Pradeep Lall, Ryan Lowe, Kai Goebel
Prognostics Health Management of Electronic Systems Under Mechanical Shock and Vibration Using Kalman Filter Models and Metrics. IEEE Trans. Ind. Electron. 59 (11) (2012)
Pradeep Lall, Ryan Lowe, Kai Goebel
Extended Kalman Filter Models and Resistance Spectroscopy for Prognostication and Health Monitoring of Leadfree Electronics Under Vibration. IEEE Trans. Reliab. 61 (4) (2012)