publications | Zae Myung Kim

Below is a list of my recent publications. Asterisks (“*”) denote equal contribution.
Please refer to my Google scholar page for the full list.

2024

preprint

Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs

Zae Myung Kim, Kwang Hee Lee , Preston Zhu , and 2 more authors

In arXiv , 2024

Bib PDF

@inproceedings{kim-etal-2024-threads,
  title = {Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs},
  author = {Kim, Zae Myung and Lee, Kwang Hee and Zhu, Preston and Raheja, Vipul and Kang, Dongyeop},
  booktitle = {arXiv},
  year = {2024},
  publisher = {arXiv},
}

preprint

Under the Surface: Tracking the Artifactuality of LLM-Generated Data

Debarati Das , Karin De Langis , Anna Martin , and 14 more authors

In arXiv , 2024

Bib PDF

@inproceedings{das-etal-2024-under,
  title = {Under the Surface: Tracking the Artifactuality of LLM-Generated Data},
  author = {Das, Debarati and De Langis, Karin and Martin, Anna and Kim, Jaehyung and Lee, Minhwa and Kim, Zae Myung and Hayati, Shirley and Owan, Risako and Hu, Bin and Parkar, Ritik and Koo, Ryan and Park, Jonginn and Tyagi, Aahan and Ferland, Libby and Roy, Sanjali and Liu, Vincent and Kang, Dongyeop},
  booktitle = {arXiv},
  year = {2024},
  publisher = {arXiv},
}

2023

preprint

Benchmarking Cognitive Biases in Large Language Models as Evaluators

Ryan Koo , Minhwa Lee , Vipul Raheja , and 3 more authors

In arXiv , 2023

Bib PDF

@inproceedings{koo-etal-2023-benchmarking,
  title = {Benchmarking Cognitive Biases in Large Language Models as Evaluators},
  author = {Koo, Ryan and Lee, Minhwa and Raheja, Vipul and Park, Jong Inn and Kim, Zae Myung and Kang, Dongyeop},
  booktitle = {arXiv},
  year = {2023},
  publisher = {arXiv},
}

preprint

A Survey of Diffusion Models in Natural Language Processing

Hao Zou , Zae Myung Kim, and Dongyeop Kang

In arXiv , 2023

Bib PDF

@inproceedings{zou-etal-2023-survey,
  title = {A Survey of Diffusion Models in Natural Language Processing},
  author = {Zou, Hao and Kim, Zae Myung and Kang, Dongyeop},
  booktitle = {arXiv},
  year = {2023},
  publisher = {arXiv},
}

preprint

"Is the Pope Catholic?" Applying Chain-of-Thought Reasoning to Understanding Conversational Implicatures

Zae Myung Kim, David E Taylor , and Dongyeop Kang

In arXiv , 2023

Bib PDF

@inproceedings{kim-etal-2023-pope,
  title = {"Is the Pope Catholic?" Applying Chain-of-Thought Reasoning to Understanding Conversational Implicatures},
  author = {Kim, Zae Myung and Taylor, David E and Kang, Dongyeop},
  booktitle = {arXiv},
  year = {2023},
  publisher = {arXiv},
}

workshop

An Analysis of Reader Engagement in Literary Fiction through Eye Tracking and Linguistic Features

Rose Neis , Karin De Langis , Zae Myung Kim, and 1 more author

In Proceedings of the The 5th Workshop on Narrative Understanding , 2023

Bib PDF

@inproceedings{neis-etal-2023-analysis,
  title = {An Analysis of Reader Engagement in Literary Fiction through Eye Tracking and Linguistic Features},
  author = {Neis, Rose and De Langis, Karin and Kim, Zae Myung and Kang, Dongyeop},
  booktitle = {Proceedings of the The 5th Workshop on Narrative Understanding},
  year = {2023},
  publisher = {Association for Computational Linguistics},
}

2022

conference

Improving Iterative Text Revision by Learning Where To Edit From Other Revision Tasks

Zae Myung Kim, Wanyu Du , Vipul Raheja , and 2 more authors

In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing , 2022

Bib PDF Video Code

@inproceedings{kim-etal-2022-improving,
  title = {Improving Iterative Text Revision by Learning Where To Edit From Other Revision Tasks},
  author = {Kim, Zae Myung and Du, Wanyu and Raheja, Vipul and Kumar, Dhruv and Kang, Dongyeop},
  booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing},
  year = {2022},
  publisher = {Association for Computational Linguistics},
}

workshop

Read, Revise, Repeat: A System Demonstration for Human-in-the-loop Iterative Text Revision

Wanyu Du* , Zae Myung Kim*, Vipul Raheja , and 2 more authors

In Proceedings of the First Workshop on Intelligent and Interactive Writing Assistants , 2022

Bib PDF Video Code

@inproceedings{du-etal-2022-read,
  title = {Read, Revise, Repeat: A System Demonstration for Human-in-the-loop Iterative Text Revision},
  author = {Du*, Wanyu and Kim*, Zae Myung and Raheja, Vipul and Kumar, Dhruv and Kang, Dongyeop},
  booktitle = {Proceedings of the First Workshop on Intelligent and Interactive Writing Assistants},
  year = {2022},
  publisher = {Association for Computational Linguistics},
}

conference

Understanding Iterative Revision from Human-Written Text

Wanyu Du , Vipul Raheja , Dhruv Kumar , and 3 more authors

In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics , 2022

Bib PDF Video Code

@inproceedings{du-et-al-2022-understanding,
  title = {Understanding Iterative Revision from Human-Written Text},
  author = {Du, Wanyu and Raheja, Vipul and Kumar, Dhruv and Kim, Zae Myung and Lopez, Melissa and Kang, Dongyeop},
  booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics},
  year = {2022},
  publisher = {Association for Computational Linguistics},
}

2021

workshop

Visualizing Cross‐Lingual Discourse Relations in Multilingual TED Corpora

Zae Myung Kim, Vassilina Nikoulina , Dongyeop Kang , and 2 more authors

In Proceedings of the 2nd Workshop on Computational Approaches to Discourse , 2021

Bib PDF Video Code

@inproceedings{kim-etal-2021-visualizing,
  title = {Visualizing Cross‐Lingual Discourse Relations in Multilingual TED Corpora},
  author = {Kim, Zae Myung and Nikoulina, Vassilina and Kang, Dongyeop and Schwab, Didier and Besacier, Laurent},
  booktitle = {Proceedings of the 2nd Workshop on Computational Approaches to Discourse},
  pages = {165--170},
  year = {2021},
  publisher = {Association for Computational Linguistics},
}

findings

Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads?

Zae Myung Kim, Laurent Besacier , Vassilina Nikoulina , and 1 more author

In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 , 2021

Bib PDF Video

@inproceedings{kim-etal-2021-multilingual,
  title = {Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads?},
  author = {Kim, Zae Myung and Besacier, Laurent and Nikoulina, Vassilina and Schwab, Didier},
  booktitle = {Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021},
  pages = {2832--2841},
  year = {2021},
  publisher = {Association for Computational Linguistics},
}

2020

conference

PATQUEST: Papago Translation Quality Estimation

Yujin Baek* , Zae Myung Kim*, Jihyung Moon , and 2 more authors

In Proceedings of the Fifth Conference on Machine Translation , 2020

Bib PDF Video

@inproceedings{baek-etal-2020-patquest,
  title = {{PATQUEST}: Papago Translation Quality Estimation},
  author = {Baek*, Yujin and Kim*, Zae Myung and Moon, Jihyung and Kim, Hyunjoong and Park, Eunjeong},
  booktitle = {Proceedings of the Fifth Conference on Machine Translation},
  pages = {991--998},
  year = {2020},
  publisher = {Association for Computational Linguistics},
}

workshop

A Multilingual Neural Machine Translation Model for Biomedical Data

Alexandre Bérard , Zae Myung Kim, Vassilina Nikoulina , and 2 more authors

In Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP 2020 , 2020

Bib PDF Video Code

@inproceedings{berard-etal-2020-multilingual,
  title = {A Multilingual Neural Machine Translation Model for Biomedical Data},
  author = {B{\'e}rard, Alexandre and Kim, Zae Myung and Nikoulina, Vassilina and Park, Eunjeong Lucy and Gall{\'e}, Matthias},
  booktitle = {Proceedings of the 1st Workshop on {NLP} for {COVID}-19 (Part 2) at {EMNLP} 2020},
  year = {2020},
  publisher = {Association for Computational Linguistics},
  dimensions = {true}
}