Jonathan K. Kummerfeld

According to our database, Jonathan K. Kummerfeld authored at least 56 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.

Andrew Lee, Xiaoyan Bai, Itamar Pres, Martin Wattenberg, Jonathan K. Kummerfeld, Rada Mihalcea

CoRR, 2024

A Comparative Multidimensional Analysis of Empathetic Systems.

Andrew Lee, Jonathan K. Kummerfeld, Lawrence C. An, Rada Mihalcea

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

An AI-Resilient Text Rendering Technique for Reading and Skimming Documents.

Ziwei Gu, Ian Arawjo, Kenneth Li, Jonathan K. Kummerfeld, Elena L. Glassman

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

Supporting Sensemaking of Large Language Model Outputs at Scale.

Katy Ilonka Gero, Chelse Swoopes, Ziwei Gu, Jonathan K. Kummerfeld, Elena L. Glassman

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations.

Yuan Tian, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang

CoRR, 2023

Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations.

Yuan Tian, Zheng Zhang, Zheng Ning, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Empathy Identification Systems are not Accurately Accounting for Context.

Andrew Lee, Jonathan K. Kummerfeld, Larry An, Rada Mihalcea

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Chat Disentanglement: Data for New Domains and Methods for More Accurate Annotation.

Sai R. Gouravajhala, Andrew M. Vernier, Yiming Shi, Zihan Li, Mark S. Ackerman, Jonathan K. Kummerfeld

Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association, 2023

2022

Augmenting Task-Oriented Dialogue Systems with Relation Extraction.

Andrew Lee, Zhenguo Chen, Kevin Leach, Jonathan K. Kummerfeld

CoRR, 2022

Using Paraphrases to Study Properties of Contextual Embeddings.

Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Leveraging Similar Users for Personalized Language Modeling with Limited Data.

Charles Welch, Chenxi Gu, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Overview of the Eighth Dialog System Technology Challenge: DSTC8.

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

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks.

Janarthanan Rajendran, Jonathan K. Kummerfeld, Satinder Singh

CoRR, 2021

Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction.

Allison Lahnala, Gauri Kambhatla, Jiajun Peng, Matthew Whitehead, Gillian Minnehan, Eric Guldan, Jonathan K. Kummerfeld, Anil Çamci, Rada Mihalcea

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2021

Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health.

Andrew Lee, Jonathan K. Kummerfeld, Larry An, Rada Mihalcea

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Analyzing the Surprising Variability in Word Embedding Stability Across Languages.

Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Exploring Self-Identified Counseling Expertise in Online Support Forums.

Allison Lahnala, Yuntian Zhao, Charles Welch, Jonathan K. Kummerfeld, Lawrence C. An, Kenneth Resnicow, Rada Mihalcea, Verónica Pérez-Rosas

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing.

Jonathan K. Kummerfeld

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Overview of the seventh Dialog System Technology Challenge: DSTC7.

Luis Fernando D'Haro, Koichiro Yoshino, Chiori Hori, Tim K. Marks, Lazaros Polymenakos, Jonathan K. Kummerfeld, Michel Galley, Xiang Gao

Comput. Speech Lang., 2020

Improving Low Compute Language Modeling with In-Domain Embedding Initialisation.

Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Compositional Demographic Word Embeddings.

Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness.

Stefan Larson, Anthony Zheng, Anish Mahendran, Rishi Tekriwal, Adrian Cheung, Eric Guldan, Kevin Leach, Jonathan K. Kummerfeld

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

A Novel Workflow for Accurately and Efficiently Crowdsourcing Predicate Senses and Argument Labels.

Youxuan Jiang, Huaiyu Zhu, Jonathan K. Kummerfeld, Yunyao Li, Walter S. Lasecki

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Exploring the Value of Personalized Word Embeddings.

Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods.

Stefan Larson, Adrian Cheung, Anish Mahendran, Kevin Leach, Jonathan K. Kummerfeld

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Crowdsourced Detection of Emotionally Manipulative Language.

Jordan S. Huffaker, Jonathan K. Kummerfeld, Walter S. Lasecki, Mark S. Ackerman

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

Learning From Personal Longitudinal Dialog Data.

Charles Welch, Verónica Pérez-Rosas, Jonathan K. Kummerfeld, Rada Mihalcea, Erik Cambria

IEEE Intell. Syst., 2019

The Eighth Dialog System Technology Challenge.

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

CoRR, 2019

Dialog System Technology Challenge 7.

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

CoRR, 2019

No-Press Diplomacy: Modeling Multi-Agent Gameplay.

Philip Paquette, Yuchen Lu, Steven Bocco, Max O. Smith, Satya Ortiz-Gagne, Jonathan K. Kummerfeld, Joelle Pineau, Satinder Singh, Aaron C. Courville

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Outlier Detection for Improved Data Quality and Diversity in Dialog Systems.

Stefan Larson, Anish Mahendran, Andrew Lee, Jonathan K. Kummerfeld, Parker Hill, Michael A. Laurenzano, Johann Hauswald, Lingjia Tang, Jason Mars

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction.

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

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Look Who's Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog.

Charles Welch, Verónica Pérez-Rosas, Jonathan K. Kummerfeld, Rada Mihalcea

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

A Large-Scale Corpus for Conversation Disentanglement.

Jonathan K. Kummerfeld, Sai R. Gouravajhala, Joseph Peper, Vignesh Athreya, R. Chulaka Gunasekara, Jatin Ganhotra, Siva Sankalp Patel, Lazaros C. Polymenakos, Walter S. Lasecki

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

SLATE: A Super-Lightweight Annotation Tool for Experts.

Jonathan K. Kummerfeld

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Analyzing Assumptions in Conversation Disentanglement Research Through the Lens of a New Dataset and Model.

Jonathan K. Kummerfeld, Sai R. Gouravajhala, Joseph Peper, Vignesh Athreya, R. Chulaka Gunasekara, Jatin Ganhotra, Siva Sankalp Patel, Lazaros Polymenakos, Walter S. Lasecki

CoRR, 2018

Factors Influencing the Surprising Instability of Word Embeddings.

Laura Wendlandt, Jonathan K. Kummerfeld, Rada Mihalcea

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Data Collection for Dialogue System: A Startup Perspective.

Yiping Kang, Yunqi Zhang, Jonathan K. Kummerfeld, Lingjia Tang, Jason Mars

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Effective Crowdsourcing for a New Type of Summarization Task.

Youxuan Jiang, Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Walter S. Lasecki

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

World Knowledge for Abstract Meaning Representation Parsing.

Charles Welch, Jonathan K. Kummerfeld, Song Feng, Rada Mihalcea

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Improving Text-to-SQL Evaluation Methodology.

Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, Karthik Ramanathan, Sesh Sadasivam, Rui Zhang, Dragomir R. Radev

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Parsing with Traces: An O(n^4) Algorithm and a Structural Representation.

Jonathan K. Kummerfeld, Dan Klein

Trans. Assoc. Comput. Linguistics, 2017

Tools for Automated Analysis of Cybercriminal Markets.

Rebecca S. Portnoff, Sadia Afroz, Greg Durrett, Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Damon McCoy, Kirill Levchenko, Vern Paxson

Proceedings of the 26th International Conference on World Wide Web, 2017

Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation.

Greg Durrett, Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Rebecca S. Portnoff, Sadia Afroz, Damon McCoy, Kirill Levchenko, Vern Paxson

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection.

Youxuan Jiang, Jonathan K. Kummerfeld, Walter S. Lasecki

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Algorithms for Identifying Syntactic Errors and Parsing with Graph Structured Output.

Jonathan K. Kummerfeld

PhD thesis, 2016

2015

An Empirical Analysis of Optimization for Max-Margin NLP.

Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Dan Klein

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2013

Error-Driven Analysis of Challenges in Coreference Resolution.

Jonathan K. Kummerfeld, Dan Klein

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

An Empirical Examination of Challenges in Chinese Parsing.

Jonathan K. Kummerfeld, Daniel Tse, James R. Curran, Dan Klein

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output.

Jonathan K. Kummerfeld, David Hall, James R. Curran, Dan Klein

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Robust Conversion of CCG Derivations to Phrase Structure Trees.

Jonathan K. Kummerfeld, Dan Klein, James R. Curran

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011

Mention Detection: Heuristics for the OntoNotes annotations.

Jonathan K. Kummerfeld, Mohit Bansal, David Burkett, Dan Klein

Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task, 2011

2010

Morphological Analysis Can Improve a CCG Parser for English.

Matthew Honnibal, Jonathan K. Kummerfeld, James R. Curran

Proceedings of the COLING 2010, 2010

Faster Parsing by Supertagger Adaptation.

Jonathan K. Kummerfeld, Jessika Roesner, Tim Dawborn, James Haggerty, James R. Curran, Stephen Clark

Proceedings of the ACL 2010, 2010

2009

Faster parsing and supertagging model estimation.

Jonathan K. Kummerfeld, Jessika Roesner, James R. Curran

Proceedings of the Australasian Language Technology Association Workshop, 2009

2008

Classification of Verb Particle Constructions with the Google Web1T Corpus.

Jonathan K. Kummerfeld, James R. Curran

Proceedings of the Australasian Language Technology Association Workshop, 2008