JK
Jonathan K. Kummerfeld
cs.CLcs.AIcs.HCcs.LGcs.DBcs.SEastro-ph.GAcond-mat.softcs.CYcs.DM
On Valency
published · living versionsW_q6mfpvzu·v1 · currentpublished
VisCodeBench: a new benchmark dataset for Text-to-Vis reflecting real-world practice
with Hy Nguyen, Thomas James Elton, Ella Wilson, Andrew Reeson +2
1 version
Preprints & journals
43 papers in the corpus · 2008–2026It Matters How You Say It: Exploring Rhetorical Patterns for AI-Assisted Information Evaluation2607.17627v1 · Sadra Sabouri, Zeinabsadat Saghi, Jordan Lee Boyd-Graber et al.2026 · 0 citationsarXiv
Your Students Don't Use LLMs Like You Wish They Did2604.23486v1 · Sebastian Kobler, Matthew Clemson, Angela Sun et al.2026 · 0 citationsarXiv
An Empirical Analysis of Static Analysis Methods for Detection and Mitigation of Code Library Hallucinations2604.07755v2 · Clarissa Miranda-Pena, Andrew Reeson, C'ecile Paris et al.2026 · 0 citationsarXiv
Simple and Effective Baselines for Code Summarisation Evaluation2505.19392v1 · Jade Robinson, Jonathan K. Kummerfeld2025 · 0 citationsarXiv
Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL2502.12436v3 · Wichayaporn Wongkamjan, Yanze Wang, Feng Gu et al.2025 · 2 citationsarXiv
Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review2412.18043v2 · Yidong Gan, Maciej Rybinski, Ben Hachey et al.2024 · 3 citationsarXiv
Personalized Help for Optimizing Low-Skilled Users' Strategy2411.09109v4 · Feng Gu, Wichayaporn Wongkamjan, Jonathan K. Kummerfeld et al.2024 · 0 citationsarXiv
SQLucid: Grounding Natural Language Database Queries with Interactive Explanations2409.06178v1 · Yuan Tian, Jonathan K. Kummerfeld, Toby Jia-Jun Li et al.2024 · 13 citationsarXiv
Do Text-to-Vis Benchmarks Test Real Use of Visualisations?2407.19726v4 · Hy Nguyen, Xuefei He, Andrew Reeson et al.2024 · 0 citationsarXiv
More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play2406.04643v1 · Wichayaporn Wongkamjan, Feng Gu, Yanze Wang et al.2024 · 1 citationarXiv
AI-Resilient Interfaces2405.08447v1 · Elena L. Glassman, Ziwei Gu, Jonathan K. Kummerfeld2024 · 2 citationsarXiv
What Can Natural Language Processing Do for Peer Review?2405.06563v1 · Ilia Kuznetsov, Osama Mohammed Afzal, Koen Dercksen et al.2024 · 6 citationsarXiv
Supporting Sensemaking of Large Language Model Outputs at Scale2401.13726v1 · Katy Ilonka Gero, Chelse Swoopes, Ziwei Gu et al.2024 · 52 citationsarXiv
An AI-Resilient Text Rendering Technique for Reading and Skimming Documents2401.10873v1 · Ziwei Gu, Ian Arawjo, Kenneth Li et al.2024 · 31 citationsarXiv
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity2401.01967v1 · Andrew Lee, Xiaoyan Bai, Itamar Pres et al.2024 · 4 citationsarXiv
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations2305.07372v5 · Yuan Tian, Zheng Zhang, Zheng Ning et al.2023 · 14 citationsarXiv
Augmenting Task-Oriented Dialogue Systems with Relation Extraction2210.13344v1 · Andrew Lee, Zhenguo Chen, Kevin Leach et al.2022 · 1 citationarXiv
Using Paraphrases to Study Properties of Contextual Embeddings2207.05553v1 · Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea2022 · 2 citationsarXiv
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks2110.15724v1 · Janarthanan Rajendran, Jonathan K. Kummerfeld, Satinder Singh2021 · 1 citationarXiv
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health2109.13770v1 · Andrew Lee, Jonathan K. Kummerfeld, Lawrence C. An et al.2021 · 18 citationsarXiv
Exploring Self-Identified Counseling Expertise in Online Support Forums2106.12976v1 · Allison Lahnala, Yuntian Zhao, Charles Welch et al.2021 · 26 citationsFindings of the Association for Computational Linguistics: ACL-IJCNLP 2021
Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing2105.12762v1 · Jonathan K. Kummerfeld2021 · 9 citationsarXiv
Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction2102.02917v1 · Allison Lahnala, Gauri Kambhatla, Jiajun Peng et al.2021 · 2 citationsComputational Intelligence in Music, Sound, Art and Design, 10th International Conference, EvoMUSART 2021
Exploring the Value of Personalized Word Embeddings2011.06057v1 · Charles Welch, Jonathan K. Kummerfeld, Ver'onica P'erez-Rosas et al.2020 · 13 citationsarXiv
Compositional Demographic Word Embeddings2010.02986v2 · Charles Welch, Jonathan K. Kummerfeld, Ver'onica P'erez-Rosas et al.2020 · 26 citationsarXiv
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation2009.14109v2 · Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld2020 · 2 citationsarXiv
Analyzing the Surprising Variability in Word Embedding Stability Across Languages2004.14876v2 · Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea2020 · 8 citationsarXiv
The Eighth Dialog System Technology Challenge1911.06394v1 · Seokhwan Kim, Michel Galley, Chulaka Gunasekara et al.2019 · 52 citationsarXiv
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction1909.02027v1 · Stefan Larson, Anish Mahendran, Joseph J. Peper et al.2019 · 406 citationsarXiv
No Press Diplomacy: Modeling Multi-Agent Gameplay1909.02128v2 · Philip Paquette, Yuchen Lu, Steven Bocco et al.2019 · 26 citationsarXiv
SLATE: A Super-Lightweight Annotation Tool for Experts1907.08236v1 · Jonathan K. Kummerfeld2019 · 22 citationsACL: Demonstrations (2019) 7-12
Look Who's Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog1904.11610v1 · Charles Welch, Ver'onica P'erez-Rosas, Jonathan K. Kummerfeld et al.2019 · 13 citationsProceedings of the 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2019)
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems1904.03122v1 · Stefan Larson, Anish Mahendran, Andrew Lee et al.2019 · 36 citationsarXiv
Dialog System Technology Challenge 71901.03461v1 · Koichiro Yoshino, Chiori Hori, Julien Perez et al.2019 · 26 citationsarXiv
A Large-Scale Corpus for Conversation Disentanglement1810.11118v2 · Jonathan K. Kummerfeld, Sai R. Gouravajhala, Joseph Peper et al.2018 · 88 citationsACL (2019) 3846-3856
Improving Text-to-SQL Evaluation Methodology1806.09029v1 · Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang et al.2018 · 245 citationsACL (2018) 351-360
Factors Influencing the Surprising Instability of Word Embeddings1804.09692v1 · Laura Wendlandt, Jonathan K. Kummerfeld, Rada Mihalcea2018 · 120 citationsNAACL-HLT (2018) 2092-2102
Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation1708.09609v1 · Greg Durrett, Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick et al.2017 · 23 citationsEMNLP (2017) 2598-2607
Parsing with Traces: An Algorithm and a Structural Representation1707.04221v1 · Jonathan K. Kummerfeld, Dan Klein2017 · 12 citationsTACL 5 (2017) 441-454
Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection1704.05753v2 · Youxuan Jiang, Jonathan K. Kummerfeld, Walter S. Lasecki2017 · 39 citationsACL (2017) 103-109
High velocity clouds in the Galactic All Sky Survey I. Catalogue1309.4104v1 · Vanessa A. Moss, Naomi M. McClure-Griffiths, Tara Murphy et al.2013 · 23 citationsarXiv
Spatiotemporal hierarchy of relaxation events, dynamical heterogeneities, and structural reorganization in a supercooled liquid.21230788 · Candelier, R, Widmer-Cooper, A, Kummerfeld, J K et al.2011 · 193 citationsPhysical review letters. 2010;105(13):135702
The densest packing of AB binary hard-sphere homogeneous compounds across all size ratios.18693695 · Kummerfeld, Jonathan K, Hudson, Toby S, Harrowell, Peter2008 · 62 citationsThe journal of physical chemistry. B. 2008;112(35):10773-6
Career total: 102 works. 43 are in this corpus.
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