Jonathan K. Kummerfeld
University of Michigan
H-index: 22
North America-United States
Top articles of Jonathan K. Kummerfeld
An AI-Resilient Text Rendering Technique for Reading and Skimming Documents
CHI
2024/5
Supporting Sensemaking of Large Language Model Outputs at Scale
2024/5
Ziwei Gu
H-Index: 1
Jonathan K Kummerfeld
H-Index: 16
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
arXiv preprint arXiv:2401.01967
2024/1/3
Andrew Lee
H-Index: 2
Jonathan K Kummerfeld
H-Index: 16
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations
2023/12
Chat Disentanglement: Data for New Domains and Methods for More Accurate Annotation
2023/11
Zihan Li
H-Index: 4
Jonathan K Kummerfeld
H-Index: 16
Sensemaking Interfaces for Human Evaluation of Language Model Outputs
2022/12
Jonathan K Kummerfeld
H-Index: 16
Using Paraphrases to Study Properties of Contextual Embeddings
2022/7
Jonathan K Kummerfeld
H-Index: 16
Augmenting Task-Oriented Dialogue Systems with Relation Extraction
2022/3
Leveraging Similar Users for Personalized Language Modeling with Limited Data
2022
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health
2021/11
Andrew Lee
H-Index: 2
Jonathan K Kummerfeld
H-Index: 16
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks
2021/10/10
Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing
2021/8/2
Jonathan K Kummerfeld
H-Index: 16
Exploring Self-Identified Counseling Expertise in Online Support Forums
2021/6/24
Overview of the eighth dialog system technology challenge: DSTC8
IEEE/ACM Transactions on Audio, Speech, and Language Processing
2021/5/7
Systems and methods for slot relation extraction for machine learning task-oriented dialogue systems
2021/4/6
Systems and methods for automatically detecting and repairing slot errors in machine learning training data for a machine learning-based dialogue system
2021/2/23
To Batch or Not to Batch? Comparing Batching and Curriculum Learning Strategies across Tasks and Datasets
Mathematics
2021/1
Jonathan K Kummerfeld
H-Index: 16
Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction
2021
Jonathan K Kummerfeld
H-Index: 16
Co-Authors
