Riezler, Stefan

1. VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View
   2023/07/12 by Schumann, Raphael, Zhu, Wanrong, Feng, Weixi +3 · 19 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Generating Landmark Navigation Instructions from Maps as a Graph-to-Text\n Problem
   2020/12/30 by Raphael Schumann, Schumann, Raphael, Stefan Riezler +1 · 4 citations
   Computer Science · Social Sciences · #Data Management and Algorithms #Multimodal Machine Learning Applications #Geographic Information Systems Studies
3. Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning
   2018/05/27 by Kreutzer, Julia, Uyheng, Joshua, Riezler, Stefan · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML)
4. Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas
   2022/03/25 by Raphael Schumann, Schumann, Raphael, Stefan Riezler +1 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems
5. Bandit Structured Prediction for Neural Sequence-to-Sequence Learning
   2017/04/21 by Kreutzer, Julia, Sokolov, Artem, Riezler, Stefan · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Can Neural Machine Translation be Improved with User Feedback?
   2018/04/16 by Kreutzer, Julia, Khadivi, Shahram, Matusov, Evgeny +1 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML)
7. Don't Search for a Search Method -- Simple Heuristics Suffice for\n Adversarial Text Attacks
   2021/09/16 by Nathaniel Berger, Berger, Nathaniel, Stefan Riezler +5 · 2 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning in Materials Science
8. A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation
   2018/05/03 by Tsz Kin Lam, Lam, Tsz Kin, Julia Kreutzer +3 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
9. Stochastic Structured Prediction under Bandit Feedback
   2016/06/02 by Sokolov, Artem, Kreutzer, Julia, Lo, Christopher +1 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. Improving a Neural Semantic Parser by Counterfactual Learning from Human\n Bandit Feedback
    2018/05/03 by Carolin Lawrence, Lawrence, Carolin, Stefan Riezler +1 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computation and Language (cs.CL) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
11. Offline Reinforcement Learning from Human Feedback in Real-World\n Sequence-to-Sequence Tasks
    2020/11/04 by Julia Kreutzer, Kreutzer, Julia, Stefan Riezler +3 · 1 citation
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Flexible and Reconfigurable Manufacturing Systems #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Scheduling and Optimization Algorithms
12. Validity problems in clinical machine learning by indirect data labeling using consensus definitions
    2023/11/06 by Hagmann, Michael, Schamoni, Shigehiko, Riezler, Stefan · 1 citation
    #Applications (stat.AP) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantitative Methods (q-bio.QM)
13. Post-edits Are Preferences Too
    2024/10/03 by Nathaniel Berger, Miriam Exel, Berger, Nathaniel +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Sentiment Analysis and Opinion Mining #Topic Modeling