Lowe, Ryan

1. Training language models to follow instructions with human feedback
   2022/03/04 by Long Ouyang, Jeff Wu, Ouyang, Long +38 · 9 voices · 2496 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
2. Learning to summarize from human feedback
   2020/09/02 by Nisan Stiennon, Long Ouyang, Stiennon, Nisan +16 · 3 voices · 330 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
3. GPT-4 Technical Report
   2023/03/15 by OpenAI, Achiam, Josh, Adler, Steven +278 · 2507 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments
   2017/06/07 by Ryan Lowe, Yi Wu, Lowe, Ryan +9 · 179 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
5. How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation
   2016/03/25 by Chia‐Wei Liu, Ryan Lowe, Liu, Chia-Wei +9 · 50 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech and dialogue systems #Topic Modeling
6. Recursively Summarizing Books with Human Feedback
   2021/09/22 by Jeff Wu, Long Ouyang, Wu, Jeff +11 · 15 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
7. The Second Conversational Intelligence Challenge (ConvAI2)
   2019/01/31 by Dinan, Emily, Logacheva, Varvara, Malykh, Valentin +14 · 6 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
8. An Actor-Critic Algorithm for Sequence Prediction
   2016/07/24 by Dzmitry Bahdanau, Philémon Brakel, Bahdanau, Dzmitry +13 · 5 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
9. On the Pitfalls of Measuring Emergent Communication
   2019/03/12 by Lowe, Ryan, Foerster, Jakob, Boureau, Y-Lan +2 · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. What are human values, and how do we align AI to them?
    2024/03/27 by Oliver Klingefjord, Ryan Lowe, Klingefjord, Oliver +3 · 6 citations
    Social Sciences · #Ethics and Social Impacts of AI
11. The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured\n Multi-Turn Dialogue Systems
    2015/06/29 by Ryan Lowe, Nissan Pow, Lowe, Ryan +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #ICT in Developing Communities #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Speech and dialogue systems #Topic Modeling
12. Ethical Challenges in Data-Driven Dialogue Systems
    2017/11/24 by Henderson, Peter, Sinha, Koustuv, Angelard-Gontier, Nicolas +4 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. A Survey of Available Corpora for Building Data-Driven Dialogue Systems
    2015/12/17 by Serban, Iulian Vlad, Lowe, Ryan, Henderson, Peter +2 · 1 citation
    #68T01 #68T05 #68T35 #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.2.1 #I.2.6 #I.2.7 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
14. A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues
    2016/05/19 by Serban, Iulian Vlad, Sordoni, Alessandro, Lowe, Ryan +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #I.5.1 #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
15. On the interaction between supervision and self-play in emergent\n communication
    2020/02/03 by Ryan Lowe, Lowe, Ryan, Abhinav Gupta +7 · 4 citations
    Social Sciences · Computer Science · #Language and cultural evolution #Reinforcement Learning in Robotics #Topic Modeling
16. Learning an Unreferenced Metric for Online Dialogue Evaluation
    2020/05/01 by Sinha, Koustuv, Parthasarathi, Prasanna, Wang, Jasmine +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
17. Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data
    2016/05/18 by Teng Long, Ryan Lowe, Long, Teng +5 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks