Jonathan K. Kummerfeld

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 71

Top Topics

Factors Influencing

Evaluation Methodology

Top Venues

Publications

Wichayaporn Wongkamjan, Feng Gu, Yanze Wang, Ulf Hermjakob, Jonathan May, Brandon M. Stewart, Jonathan K. Kummerfeld, Denis Peskoff, Jordan Lee Boyd-Graber
More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play. CoRR (2024)
Ilia Kuznetsov, Osama Mohammed Afzal, Koen Dercksen, Nils Dycke, Alexander Goldberg, Tom Hope, Dirk Hovy, Jonathan K. Kummerfeld, Anne Lauscher, Kevin Leyton-Brown, Sheng Lu, Mausam, Margot Mieskes, Aurélie Névéol, Danish Pruthi, Lizhen Qu, Roy Schwartz, Noah A. Smith, Thamar Solorio, Jingyan Wang, Xiaodan Zhu, Anna Rogers, Nihar B. Shah, Iryna Gurevych
What Can Natural Language Processing Do for Peer Review? CoRR (2024)
Katy Ilonka Gero, Chelse Swoopes, Ziwei Gu, Jonathan K. Kummerfeld, Elena L. Glassman
Supporting Sensemaking of Large Language Model Outputs at Scale. CHI (2024)
Hy Nguyen, Xuefei He, Andrew Reeson, Cécile Paris, Josiah Poon, Jonathan K. Kummerfeld
Do Text-to-Vis Benchmarks Test Real Use of Visualisations? CoRR (2024)
Andrew Lee, Jonathan K. Kummerfeld, Lawrence C. An, Rada Mihalcea
A Comparative Multidimensional Analysis of Empathetic Systems. EACL (1) (2024)
Wichayaporn Wongkamjan, Feng Gu, Yanze Wang, Ulf Hermjakob, Jonathan May, Brandon M. Stewart, Jonathan K. Kummerfeld, Denis Peskoff, Jordan L. Boyd-Graber
More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play. ACL (1) (2024)
Ziwei Gu, Ian Arawjo, Kenneth Li, Jonathan K. Kummerfeld, Elena L. Glassman
An AI-Resilient Text Rendering Technique for Reading and Skimming Documents. CHI (2024)
Katy Ilonka Gero, Chelse Swoopes, Ziwei Gu, Jonathan K. Kummerfeld, Elena L. Glassman
Supporting Sensemaking of Large Language Model Outputs at Scale. CoRR (2024)
Ziwei Gu, Ian Arawjo, Kenneth Li, Jonathan K. Kummerfeld, Elena L. Glassman
An AI-Resilient Text Rendering Technique for Reading and Skimming Documents. CoRR (2024)
Andrew Lee, Xiaoyan Bai, Itamar Pres, Martin Wattenberg, Jonathan K. Kummerfeld, Rada Mihalcea
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity. CoRR (2024)
Elena L. Glassman, Ziwei Gu, Jonathan K. Kummerfeld
AI-Resilient Interfaces. CoRR (2024)
Andrew Lee, Jonathan K. Kummerfeld, Larry An, Rada Mihalcea
Empathy Identification Systems are not Accurately Accounting for Context. EACL (2023)
Yuan Tian, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations. CoRR (2023)
Yuan Tian, Zheng Zhang, Zheng Ning, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations. EMNLP (2023)
Sai R. Gouravajhala, Andrew M. Vernier, Yiming Shi, Zihan Li, Mark S. Ackerman, Jonathan K. Kummerfeld
Chat Disentanglement: Data for New Domains and Methods for More Accurate Annotation. ALTA (2023)
Andrew Lee, Zhenguo Chen, Kevin Leach, Jonathan K. Kummerfeld
Augmenting Task-Oriented Dialogue Systems with Relation Extraction. CoRR (2022)
Charles Welch, Chenxi Gu, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea
Leveraging Similar Users for Personalized Language Modeling with Limited Data. ACL (1) (2022)
Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea
Using Paraphrases to Study Properties of Contextual Embeddings. CoRR (2022)
Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea
Using Paraphrases to Study Properties of Contextual Embeddings. NAACL-HLT (2022)
Allison Lahnala, Gauri Kambhatla, Jiajun Peng, Matthew Whitehead, Gillian Minnehan, Eric Guldan, Jonathan K. Kummerfeld, Anil Çamci, Rada Mihalcea
Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction. CoRR (2021)
Allison Lahnala, Yuntian Zhao, Charles Welch, Jonathan K. Kummerfeld, Lawrence C. An, Kenneth Resnicow, Rada Mihalcea, Verónica Pérez-Rosas
Exploring Self-Identified Counseling Expertise in Online Support Forums. ACL/IJCNLP (Findings) (2021)
Allison Lahnala, Gauri Kambhatla, Jiajun Peng, Matthew Whitehead, Gillian Minnehan, Eric Guldan, Jonathan K. Kummerfeld, Anil Çamci, Rada Mihalcea
Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction. EvoMUSART (2021)
Janarthanan Rajendran, Jonathan K. Kummerfeld, Satinder Singh
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks. CoRR (2021)
Jonathan K. Kummerfeld
Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing. CoRR (2021)
Seokhwan Kim, Michel Galley, R. Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis A. Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta
Overview of the Eighth Dialog System Technology Challenge: DSTC8. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Jonathan K. Kummerfeld
Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing. ACL/IJCNLP (2) (2021)
Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea
Analyzing the Surprising Variability in Word Embedding Stability Across Languages. EMNLP (1) (2021)
Andrew Lee, Jonathan K. Kummerfeld, Lawrence C. An, Rada Mihalcea
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health. CoRR (2021)
Allison Lahnala, Yuntian Zhao, Charles Welch, Jonathan K. Kummerfeld, Lawrence C. An, Kenneth Resnicow, Rada Mihalcea, Verónica Pérez-Rosas
Exploring Self-Identified Counseling Expertise in Online Support Forums. CoRR (2021)
Andrew Lee, Jonathan K. Kummerfeld, Larry An, Rada Mihalcea
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health. EMNLP (Findings) (2021)
Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea
Analyzing the Surprising Variability in Word Embedding Stability Across Languages. CoRR (2020)
Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea
Exploring the Value of Personalized Word Embeddings. COLING (2020)
Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea
Compositional Demographic Word Embeddings. CoRR (2020)
Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea
Exploring the Value of Personalized Word Embeddings. CoRR (2020)
Luis Fernando D'Haro, Koichiro Yoshino, Chiori Hori, Tim K. Marks, Lazaros Polymenakos, Jonathan K. Kummerfeld, Michel Galley, Xiang Gao
Overview of the seventh Dialog System Technology Challenge: DSTC7. Comput. Speech Lang. 62 (2020)
Youxuan Jiang, Huaiyu Zhu, Jonathan K. Kummerfeld, Yunyao Li, Walter S. Lasecki
A Novel Workflow for Accurately and Efficiently Crowdsourcing Predicate Senses and Argument Labels. EMNLP (Findings) (2020)
Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea
Compositional Demographic Word Embeddings. EMNLP (1) (2020)
Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation. CoRR (2020)
Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation. EMNLP (1) (2020)
Stefan Larson, Anthony Zheng, Anish Mahendran, Rishi Tekriwal, Adrian Cheung, Eric Guldan, Kevin Leach, Jonathan K. Kummerfeld
Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness. EMNLP (1) (2020)
Jordan S. Huffaker, Jonathan K. Kummerfeld, Walter S. Lasecki, Mark S. Ackerman
Crowdsourced Detection of Emotionally Manipulative Language. CHI (2020)
Stefan Larson, Adrian Cheung, Anish Mahendran, Kevin Leach, Jonathan K. Kummerfeld
Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods. COLING (2020)
Jonathan K. Kummerfeld
SLATE: A Super-Lightweight Annotation Tool for Experts. CoRR (2019)
Koichiro Yoshino, Chiori Hori, Julien Perez, Luis Fernando D'Haro, Lazaros Polymenakos, R. Chulaka Gunasekara, Walter S. Lasecki, Jonathan K. Kummerfeld, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan, Xiang Gao, Huda AlAmri, Tim K. Marks, Devi Parikh, Dhruv Batra
Dialog System Technology Challenge 7. CoRR (2019)
Philip Paquette, Yuchen Lu, Steven Bocco, Max O. Smith, Satya Ortiz-Gagne, Jonathan K. Kummerfeld, Satinder Singh, Joelle Pineau, Aaron C. Courville
No Press Diplomacy: Modeling Multi-Agent Gameplay. CoRR (2019)
Stefan Larson, Anish Mahendran, Joseph J. Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K. Kummerfeld, Kevin Leach, Michael A. Laurenzano, Lingjia Tang, Jason Mars
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction. EMNLP/IJCNLP (1) (2019)
Charles Welch, Verónica Pérez-Rosas, Jonathan K. Kummerfeld, Rada Mihalcea, Erik Cambria
Learning From Personal Longitudinal Dialog Data. IEEE Intell. Syst. 34 (4) (2019)
Philip Paquette, Yuchen Lu, Steven Bocco, Max O. Smith, Satya Ortiz-Gagne, Jonathan K. Kummerfeld, Joelle Pineau, Satinder Singh, Aaron C. Courville
No-Press Diplomacy: Modeling Multi-Agent Gameplay. NeurIPS (2019)
Charles Welch, Verónica Pérez-Rosas, Jonathan K. Kummerfeld, Rada Mihalcea
Look Who's Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog. CoRR (2019)
Jonathan K. Kummerfeld
SLATE: A Super-Lightweight Annotation Tool for Experts. ACL (3) (2019)
Stefan Larson, Anish Mahendran, Joseph J. Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K. Kummerfeld, Kevin Leach, Michael A. Laurenzano, Lingjia Tang, Jason Mars
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction. CoRR (2019)
Seokhwan Kim, Michel Galley, R. Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis A. Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta
The Eighth Dialog System Technology Challenge. CoRR (2019)
Stefan Larson, Anish Mahendran, Andrew Lee, Jonathan K. Kummerfeld, Parker Hill, Michael A. Laurenzano, Johann Hauswald, Lingjia Tang, Jason Mars
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems. CoRR (2019)
Jonathan K. Kummerfeld, Sai R. Gouravajhala, Joseph Peper, Vignesh Athreya, R. Chulaka Gunasekara, Jatin Ganhotra, Siva Sankalp Patel, Lazaros C. Polymenakos, Walter S. Lasecki
A Large-Scale Corpus for Conversation Disentanglement. ACL (1) (2019)
Charles Welch, Verónica Pérez-Rosas, Jonathan K. Kummerfeld, Rada Mihalcea
Look Who's Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog. CICLing (2) (2019)
Stefan Larson, Anish Mahendran, Andrew Lee, Jonathan K. Kummerfeld, Parker Hill, Michael A. Laurenzano, Johann Hauswald, Lingjia Tang, Jason Mars
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems. NAACL-HLT (1) (2019)
Jonathan K. Kummerfeld, Sai R. Gouravajhala, Joseph Peper, Vignesh Athreya, R. Chulaka Gunasekara, Jatin Ganhotra, Siva Sankalp Patel, Lazaros Polymenakos, Walter S. Lasecki
Analyzing Assumptions in Conversation Disentanglement Research Through the Lens of a New Dataset and Model. CoRR (2018)
Laura Wendlandt, Jonathan K. Kummerfeld, Rada Mihalcea
Factors Influencing the Surprising Instability of Word Embeddings. NAACL-HLT (2018)
Yiping Kang, Yunqi Zhang, Jonathan K. Kummerfeld, Lingjia Tang, Jason Mars
Data Collection for Dialogue System: A Startup Perspective. NAACL-HLT (3) (2018)
Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, Karthik Ramanathan, Sesh Sadasivam, Rui Zhang, Dragomir R. Radev
Improving Text-to-SQL Evaluation Methodology. ACL (1) (2018)
Youxuan Jiang, Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Walter S. Lasecki
Effective Crowdsourcing for a New Type of Summarization Task. NAACL-HLT (2) (2018)
Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, Karthik Ramanathan, Sesh Sadasivam, Rui Zhang, Dragomir R. Radev
Improving Text-to-SQL Evaluation Methodology. CoRR (2018)
Charles Welch, Jonathan K. Kummerfeld, Song Feng, Rada Mihalcea
World Knowledge for Abstract Meaning Representation Parsing. LREC (2018)
Laura Wendlandt, Jonathan K. Kummerfeld, Rada Mihalcea
Factors Influencing the Surprising Instability of Word Embeddings. CoRR (2018)
Greg Durrett, Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Rebecca S. Portnoff, Sadia Afroz, Damon McCoy, Kirill Levchenko, Vern Paxson
Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation. EMNLP (2017)
Jonathan K. Kummerfeld, Dan Klein
Parsing with Traces: An $O(n^4)$ Algorithm and a Structural Representation. CoRR (2017)
Youxuan Jiang, Jonathan K. Kummerfeld, Walter S. Lasecki
Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection. ACL (2) (2017)
Rebecca S. Portnoff, Sadia Afroz, Greg Durrett, Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Damon McCoy, Kirill Levchenko, Vern Paxson
Tools for Automated Analysis of Cybercriminal Markets. WWW (2017)
Jonathan K. Kummerfeld, Dan Klein
Parsing with Traces: An O(n^4) Algorithm and a Structural Representation. Trans. Assoc. Comput. Linguistics 5 (2017)
Greg Durrett, Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Rebecca S. Portnoff, Sadia Afroz, Damon McCoy, Kirill Levchenko, Vern Paxson
Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation. CoRR (2017)
Youxuan Jiang, Jonathan K. Kummerfeld, Walter S. Lasecki
Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection. CoRR (2017)
Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Dan Klein
An Empirical Analysis of Optimization for Max-Margin NLP. EMNLP (2015)
Jonathan K. Kummerfeld, Dan Klein
Error-Driven Analysis of Challenges in Coreference Resolution. EMNLP (2013)
Jonathan K. Kummerfeld, Daniel Tse, James R. Curran, Dan Klein
An Empirical Examination of Challenges in Chinese Parsing. ACL (2) (2013)
Jonathan K. Kummerfeld, Dan Klein, James R. Curran
Robust Conversion of CCG Derivations to Phrase Structure Trees. ACL (2) (2012)
Jonathan K. Kummerfeld, David Hall, James R. Curran, Dan Klein
Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output. EMNLP-CoNLL (2012)
Jonathan K. Kummerfeld, Mohit Bansal, David Burkett, Dan Klein
Mention Detection: Heuristics for the OntoNotes annotations. CoNLL Shared Task (2011)
Jonathan K. Kummerfeld, Jessika Roesner, Tim Dawborn, James Haggerty, James R. Curran, Stephen Clark
Faster Parsing by Supertagger Adaptation. ACL (2010)
Matthew Honnibal, Jonathan K. Kummerfeld, James R. Curran
Morphological Analysis Can Improve a CCG Parser for English. COLING (Posters) (2010)
Jonathan K. Kummerfeld, Jessika Roesner, James R. Curran
Faster parsing and supertagging model estimation. ALTA (2009)
Jonathan K. Kummerfeld, James R. Curran
Classification of Verb Particle Constructions with the Google Web1T Corpus. ALTA (2008)