@article{impact,title={Weird Generalization is Weirdly Brittle},author={Wanner, Miriam and Collison, Hannah and Jurayj, William and Van Durme, Benjamin and Dredze, Mark and Walden, William},journal={BlackboxNLP@EMNLP2026},year={2026},}
SocialSim@COLM
MicroVerse: An Instrument for Measuring Self-Authored Identity Drift in Long-Horizon Multi-Agent Language-Model Simulations
Sky Ng , Brihi Joshi , Ishan Gupta , Shirley Huang , Zonglin Di , Yun Shen , Qianfeng Wen , Yifan Simon Liu , Ruoqi Gao , Zhiwei Zhang , Hannah Collison, et al.
In Second Workshop on Social Simulation with LLMs: Fidelity in Applications , 2026
@inproceedings{microverse2026,title={MicroVerse: An Instrument for Measuring Self-Authored Identity Drift in Long-Horizon Multi-Agent Language-Model Simulations},author={Ng, Sky and Joshi, Brihi and Gupta, Ishan and Huang, Shirley and Di, Zonglin and Shen, Yun and Wen, Qianfeng and Liu, Yifan Simon and Gao, Ruoqi and Zhang, Zhiwei and Collison, Hannah and others},booktitle={Second Workshop on Social Simulation with LLMs: Fidelity in Applications},year={2026},}
SocialSim@COLM
PersonaEval: Persona-Based User Simulation for Evaluating Interactive Applications
Yifan Simon Liu , Qianfeng Wen , Yilan Fan , Shirley Huang , Ruoqi Gao , Jianheng Hou , Muhammad Ahmed Mohsin , Zonglin Di , Brihi Joshi , Xincheng Tan , Hannah Collison, et al.
In Second Workshop on Social Simulation with LLMs: Fidelity in Applications , 2026
@inproceedings{personaeval2026,title={PersonaEval: Persona-Based User Simulation for Evaluating Interactive Applications},author={Liu, Yifan Simon and Wen, Qianfeng and Fan, Yilan and Huang, Shirley and Gao, Ruoqi and Hou, Jianheng and Mohsin, Muhammad Ahmed and Di, Zonglin and Joshi, Brihi and Tan, Xincheng and Collison, Hannah and others},booktitle={Second Workshop on Social Simulation with LLMs: Fidelity in Applications},year={2026},}
SocialSim@COLM
Position: Synthetic Persona Needs Explicit Grounding and Standardized Reporting
Yucheng Lu , Xiaoyi Liu , Heming Liu , Hanwen Xing , Shirley Huang , Guanghui Min , Zhengyang Shan , My Chiffon Nguyen , Ishan Gupta , Zonglin Di , Hannah Collison, et al.
In Second Workshop on Social Simulation with LLMs: Fidelity in Applications , 2026
@inproceedings{syntheticpersona2026,title={Position: Synthetic Persona Needs Explicit Grounding and Standardized Reporting},author={Lu, Yucheng and Liu, Xiaoyi and Liu, Heming and Xing, Hanwen and Huang, Shirley and Min, Guanghui and Shan, Zhengyang and Nguyen, My Chiffon and Gupta, Ishan and Di, Zonglin and Collison, Hannah and others},booktitle={Second Workshop on Social Simulation with LLMs: Fidelity in Applications},year={2026},}
(Under Review)
Crystal: Characterizing Relative Impact of Scholarly Publications
Hannah Collison, Benjamin Van Durme , and Daniel Khashabi
Hannah Collison received the best poster award at the Women in Data Science and AI Symposium at Johns Hopkins.
@article{impacu,title={Crystal: Characterizing Relative Impact of Scholarly Publications},author={Collison, Hannah and Van Durme, Benjamin and Khashabi, Daniel},journal={(Under Review)},year={2026},}
2023
BEA @ ACL
Automatically generated summaries of video lectures may enhance students’ learning experience
Hannah Gonzalez, Jiening Li , Helen Jin , Jiaxuan Ren , Hongyu Zhang , Ayotomiwa Akinyele , Adrian Wang , Eleni Miltsakaki , Ryan Baker , and Chris Callison-Burch
In Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) , 2023
@inproceedings{gonzalez2023automatically,title={Automatically generated summaries of video lectures may enhance students' learning experience},author={Gonzalez, Hannah and Li, Jiening and Jin, Helen and Ren, Jiaxuan and Zhang, Hongyu and Akinyele, Ayotomiwa and Wang, Adrian and Miltsakaki, Eleni and Baker, Ryan and Callison-Burch, Chris},booktitle={Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023)},pages={382--393},year={2023},}
BEA @ ACL
Enhancing human summaries for question-answer generation in education
Hannah Gonzalez, Liam Dugan , Eleni Miltsakaki , Zhiqi Cui , Jiaxuan Ren , Bryan Li , Shriyash Upadhyay , Etan Ginsberg , and Chris Callison-Burch
In Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) , 2023
Hannah Gonzalez received the best poster award in Computer Science at the Stanford Research Conference.
@inproceedings{gonzalez2023enhancing,title={Enhancing human summaries for question-answer generation in education},author={Gonzalez, Hannah and Dugan, Liam and Miltsakaki, Eleni and Cui, Zhiqi and Ren, Jiaxuan and Li, Bryan and Upadhyay, Shriyash and Ginsberg, Etan and Callison-Burch, Chris},booktitle={Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023)},pages={108--118},year={2023},}
2022
ACL
A feasibility study of answer-agnostic question generation for education
@article{dugan2022feasibility,title={A feasibility study of answer-agnostic question generation for education},author={Dugan, Liam and Miltsakaki, Eleni and Upadhyay, Shriyash and Ginsberg, Etan and Gonzalez, Hannah and Choi, Dayheon and Yuan, Chuning and Callison-Burch, Chris},journal={arXiv preprint arXiv:2203.08685},year={2022},}
NeuroImage
Deep learning-based automated segmentation of resection cavities on postsurgical epilepsy MRI
T Campbell Arnold , Ramya Muthukrishnan , Akash R Pattnaik , Nishant Sinha , Adam Gibson , Hannah Gonzalez, Sandhitsu R Das , Brian Litt , Dario J Englot , Victoria L Morgan , et al.
@article{arnold2022deep,title={Deep learning-based automated segmentation of resection cavities on postsurgical epilepsy MRI},author={Arnold, T Campbell and Muthukrishnan, Ramya and Pattnaik, Akash R and Sinha, Nishant and Gibson, Adam and Gonzalez, Hannah and Das, Sandhitsu R and Litt, Brian and Englot, Dario J and Morgan, Victoria L and others},journal={NeuroImage: Clinical},volume={36},pages={103154},year={2022},publisher={Elsevier},}
