Jonathan K. Kummerfeld
- An Evaluation Dataset for Intent Classification and Out-of-Scope\n Prediction
2019/09/04 by Stefan Larson, Anish Mahendran, Larson, Stefan +19 · 32 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 #Speech and dialogue systems #Topic Modeling
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
2024/01/03 by Andrew Lee, Lee, Andrew, Itamar Pres +8 · 34 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
- Supporting Sensemaking of Large Language Model Outputs at Scale
2024/01/24 by Katy Ilonka Gero, Gero, Katy Ilonka, Chelse Swoopes +7 · 19 citations
Computer Science · Business, Management and Accounting · #Topic Modeling #Business Process Modeling and Analysis #Software Engineering Research
- Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations
2023/05/12 by Yuan Tian, Tian, Yuan, Zhang, Zheng +7 · 5 citations
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #I.2.7 #Scientific Computing and Data Management #Semantic Web and Ontologies
- Outlier Detection for Improved Data Quality and Diversity in Dialog\n Systems
2019/04/05 by Stefan Larson, Anish Mahendran, Larson, Stefan +15 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play
2024/06/07 by Wichayaporn Wongkamjan, Wongkamjan, Wichayaporn, Feng Gu +15 · 3 citations
Social Sciences · #Classical Antiquity Studies #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Micromodels for Efficient, Explainable, and Reusable Systems: A Case\n Study on Mental Health
2021/09/28 by Andrew Lee, Jonathan K. Kummerfeld, Lee, Andrew +5 · 1 citation
Computer Science · Psychology · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Mental Health Research Topics
- Personalized Help for Optimizing Low-Skilled Users' Strategy
2024/11/14 by Feng Gu, Gu, Feng, Wichayaporn Wongkamjan +9 · 1 citation
Social Sciences · #Computation and Language (cs.CL) #Education in Diverse Contexts #FOS: Computer and information sciences
- It Matters How You Say It: Exploring Rhetorical Patterns for AI-Assisted Information Evaluation
2026/07/20 by Sadra Sabouri, Zeinabsadat Saghi, Jordan Lee Boyd-Graber +3
#cs.HC #cs.CL