I am a full professor in the University of Maryland Computer Science Department (tenure home), Institute of Advanced Computer Studies, iSchool, and Language Science Center.

My research focuses on making machine learning more useful, more interpretable, and able to learn and interact from humans. This helps users sift through decades of documents; discover when individuals lie, reframe, or change the topic in a conversation; or to compete against humans in games that are based in natural language.

• My One-page CV
• My Long (and ugly) CV
• Research Statement
• Teaching Statement
• Diversity Statement
• Service Statement
• My Google Scholar page

Recent Publications

• Srikanth, Neha Pundlik, Rupak Sarkar, Mane, Heran Y., Aparicio, Elizabeth M., Nguyen, Quynh C., Rachel Rudinger, and Jordan Boyd-Graber. Pregnant Questions: The Importance of Pragmatic Awareness in Maternal Health Question Answering. North American Association for Computational Linguistics, 2024. [Code and Data] [Bibtex]
  
  

  @inproceedings{Pundlik:Sarkar:Y.:M.:C.:Rudinger:Boyd-Graber-2024,
  	Title = {Pregnant Questions: The Importance of Pragmatic Awareness in Maternal Health Question Answering},
  	Author = {Srikanth, Neha Pundlik and Rupak Sarkar and Mane, Heran Y. and Aparicio, Elizabeth M. and Nguyen, Quynh C. and Rachel Rudinger and Jordan Boyd-Graber},
  	Booktitle = {North American Association for Computational Linguistics},
  	Year = {2024},
  	Url = {http://umiacs.umd.edu/~jbg//docs/2024_naacl_pregnant.pdf},
  }
  

• Chenglei Si, Navita Goyal, Tongshuang Wu, Chen Zhao, Shi Feng, Hal Daumé III, and Jordan Lee Boyd-Graber. Large Language Models Help Humans Verify Truthfulness---Except When They Are Convincingly Wrong. North American Association for Computational Linguistics, 2024. [Bibtex]
  
  

  @inproceedings{Si:Goyal:Wu:Zhao:Feng:III:Boyd-Graber-2024,
  	Title = {Large Language Models Help Humans Verify Truthfulness---Except When They Are Convincingly Wrong},
  	Author = {Chenglei Si and Navita Goyal and Tongshuang Wu and Chen Zhao and Shi Feng and Hal Daum\'{e} {III} and Jordan Lee Boyd-Graber},
  	Booktitle = {North American Association for Computational Linguistics},
  	Year = {2024},
  	Url = {http://umiacs.umd.edu/~jbg//docs/2024_naacl_convincingly.pdf},
  }
  

• Alvin Grissom II, Jo Shoemaker, Benjamin Goldman, Ruikang Shi, Craig Stewart, C. Anton Rytting, Leah Findlater, Jordan Boyd-Graber, Wenyan Li, Alvin Grissom II, and Jordan Boyd-Graber. Rapidly Piloting Real-time Linguistic Assistance for Simultaneous Interpreters with Untrained Bilingual Surrogates. Linguistic Resources and Evaluation Conference, 2024. [Bibtex]
  
  

  @inproceedings{Grissom-II:Shoemaker:Goldman:Shi:Stewart:Rytting:Findlater:Boyd-Graber:Li:Grissom-II:Boyd-Graber-2024,
  	Author = {Alvin {Grissom II} and Jo Shoemaker and Benjamin Goldman and Ruikang Shi and Craig Stewart and C. Anton Rytting and Leah Findlater and Jordan Boyd-Graber},
  	Location = {Torino, Italy},
  	Url = {http://umiacs.umd.edu/~jbg//docs/2024_lrec_siminthelp.pdf},
  	Booktitle = {Linguistic Resources and Evaluation Conference},
  	Year = {2024},
  	Title = {Rapidly Piloting Real-time Linguistic Assistance for Simultaneous Interpreters with Untrained Bilingual Surrogates},
  }
  

• Quynh C. Nguyen, Elizabeth M. Aparicio, Michelle Jasczynski, Amara Channell Doig, Xiaohe Yue, Heran Mane, Neha Pundlik Srikanth, Francia Ximena Marin Gutierrez, Nataly Delcid, Xin He, and Jordan Boyd-Graber. Randomized Pilot of Rosie, a Health Education Question-and-Answer Chatbot for New Mothers. Journal of Medical Internet Research: Journal of Formative Research, 2024. [Bibtex]
  
  

  @article{Nguyen:Aparicio:Jasczynski:Doig:Yue:Mane:Srikanth:Gutierrez:Delcid:He:Boyd-Graber-2024,
  	Title = {Randomized Pilot of Rosie, a Health Education Question-and-Answer Chatbot for New Mothers},
  	Author = {Quynh C. Nguyen and  Elizabeth M. Aparicio and  Michelle Jasczynski and  Amara Channell Doig and  Xiaohe Yue and  Heran Mane and  Neha Pundlik Srikanth and Francia Ximena Marin Gutierrez and Nataly Delcid and  Xin He and Jordan Boyd-Graber},
  	Journal = {Journal of Medical Internet Research: Journal of Formative Research},
  	Year = {2024},
  	Url = {https://formative.jmir.org/2024/1/e51361},
  }
  

• Zongxia Li, Andrew Mao, Daniel Kofi Stephens, Pranav Goel, Emily Walpole, Juan Francisco Fung, Alden Dima, and Jordan Lee Boyd-Graber. TENOR: Topic Enabled Neural Organization and Recommendation: Evaluating Topic Models in Task Based Settings. European Association for Computational Linguistics, 2024. [Bibtex]
  
  

  @inproceedings{Li:Mao:Stephens:Goel:Walpole:Fung:Dima:Boyd-Graber-2024,
  	Title = {TENOR: Topic Enabled Neural Organization and Recommendation: Evaluating Topic Models in Task Based Settings},
  	Author = {Zongxia Li and Andrew Mao and Daniel Kofi Stephens and Pranav Goel and Emily Walpole and Juan Francisco Fung and Alden Dima and Jordan Lee Boyd-Graber},
  	Booktitle = {European Association for Computational Linguistics},
  	Year = {2024},
  	Url = {http://umiacs.umd.edu/~jbg//docs/2024_eacl_tenor.pdf},
  }
  

• Ishani Mondal, Shwetha S, Anandhavelu Natarajan, Aparna Garimella, Sambaran Bandyopadhyay, and Jordan Lee Boyd-Graber. Presentations by the People, for the People: Harnessing LLMs for Generating Persona-Aware Slides from Documents. European Association for Computational Linguistics, 2024. [Bibtex]
  
  

  @inproceedings{Mondal:S:Natarajan:Garimella:Bandyopadhyay:Boyd-Graber-2024,
  	Title = {Presentations by the People, for the People: Harnessing LLMs for Generating Persona-Aware Slides from Documents},
  	Author = {Ishani Mondal and Shwetha S and Anandhavelu Natarajan and Aparna Garimella and Sambaran Bandyopadhyay and Jordan Lee Boyd-Graber},
  	Booktitle = {European Association for Computational Linguistics},
  	Year = {2024},
  	Url = {http://umiacs.umd.edu/~jbg//docs/2024_eacl_slides.pdf},
  }
  

• Nishant Balepur, Matthew Shu, Alexander Hoyle, Alison Robey, Shi Feng, Seraphina Goldfarb-Tarrant, and Jordan Boyd-Graber. A SMART Mnemonic Sounds like "Glue Tonic": Mixing LLMs with Student Feedback to Make Mnemonic Learning Stick. ArXiv, Preprint. [Bibtex]
  
  

  @article{Balepur:Shu:Hoyle:Robey:Feng:Goldfarb-Tarrant:Boyd-Graber-Preprint,
  	Title = {A SMART Mnemonic Sounds like "Glue Tonic": Mixing LLMs with Student Feedback to Make Mnemonic Learning Stick},
  	Author = {Nishant Balepur and Matthew Shu and Alexander Hoyle and Alison Robey and Shi Feng and Seraphina Goldfarb-Tarrant and Jordan Boyd-Graber},
  	Journal = {ArXiv},
  	Year = {Preprint},
  	Url = {https://arxiv.org/abs/2406.15352},
  }
  

• Yoo Yeon Sung, Eve Fleisig, Ishani Mondal, and Jordan Lee Boyd-Graber. ADVSCORE: A Metric for the Evaluation and Creation of Adversarial Benchmarks. ArXiv, Preprint. [Bibtex]
  
  

  @article{Sung:Fleisig:Mondal:Boyd-Graber-Preprint,
  	Title = {ADVSCORE: A Metric for the Evaluation and Creation of Adversarial Benchmarks},
  	Author = {Yoo Yeon Sung and Eve Fleisig and Ishani Mondal and Jordan Lee Boyd-Graber},
  	Journal = {ArXiv},
  	Year = {Preprint},
  	Url = {https://arxiv.org/abs/2406.16342},
  }
  

• Xiyang Wu, Tianrui Guan, Dianqi Li, Shuaiyi Huang, Xiaoyu Liu, Xijun Wang, Ruiqi Xian, Abhinav Shrivastava, Furong Huang, Jordan Lee Boyd-Graber, Tianyi Zhou, and Dinesh Manocha. AUTOHALLUSION: Automatic Generation of Hallucination Benchmarks for Vision-Language Models. ArXiv, Preprint. [Bibtex]
  
  

  @article{Wu:Guan:Li:Huang:Liu:Wang:Xian:Shrivastava:Huang:Boyd-Graber:Zhou:Manocha-Preprint,
  	Title = {AUTOHALLUSION: Automatic Generation of Hallucination Benchmarks for Vision-Language Models},
  	Author = {Xiyang Wu and Tianrui Guan and Dianqi Li and Shuaiyi Huang and Xiaoyu Liu and Xijun Wang and Ruiqi Xian and Abhinav Shrivastava and Furong Huang and Jordan Lee Boyd-Graber and Tianyi Zhou and Dinesh Manocha},
  	Journal = {ArXiv},
  	Year = {Preprint},
  	Url = {https://arxiv.org/abs/2406.10900},
  }
  

• Matthew Shu, Nishant Balepur, Shi Feng, and Jordan Boyd-Graber. KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students. ArXiv, Preprint. [Bibtex]
  
  

  @article{Shu:Balepur:Feng:Boyd-Graber-Preprint,
  	Title = {KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students},
  	Author = {Matthew Shu and Nishant Balepur and Shi Feng and Jordan Boyd-Graber},
  	Journal = {ArXiv},
  	Year = {Preprint},
  	Url = {https://arxiv.org/abs/2402.12291},
  }
  

• Benjamin Börschinger, Jordan Boyd-Graber, Christian Buck, Jannis Bulian, Massimiliano Ciaramita, Michelle Chen Huebscher, Wojciech Gajewski, Yannic Kilcher, Rodrigo Nogueira, and Lierni Sestorain Saralegu. Meta Answering for Machine Reading. ArXiv, Preprint. [Preprint] [Bibtex]
  
  

  @article{B\"orschinger:Boyd-Graber:Buck:Bulian:Ciaramita:Huebscher:Gajewski:Kilcher:Nogueira:Saralegu-Preprint,
  	Title = {Meta Answering for Machine Reading},
  	Author = {Benjamin B\"orschinger and Jordan Boyd-Graber and Christian Buck and Jannis Bulian and Massimiliano Ciaramita and Michelle Chen Huebscher and Wojciech Gajewski and Yannic Kilcher and Rodrigo Nogueira and Lierni Sestorain Saralegu},
  	Journal = {ArXiv},
  	Year = {Preprint},
  	Url = {https://arxiv.org/abs/1911.04156},
  }
  

• Pedro Rodriguez, Shi Feng, Mohit Iyyer, He He, and Jordan Boyd-Graber. Quizbowl: The Case for Incremental Question Answering. ArXiv, Preprint. [Webpage] [Bibtex]
  
  

  @article{Rodriguez:Feng:Iyyer:He:Boyd-Graber-Preprint,
  	Title = {Quizbowl: The Case for Incremental Question Answering},
  	Author = {Pedro Rodriguez and Shi Feng and Mohit Iyyer and He He and Jordan Boyd-Graber},
  	Journal = {ArXiv},
  	Year = {Preprint},
  	Url = {https://arxiv.org/abs/1904.04792},
  }