Improving Methodologies for LLM Evaluations Across Global Languages.

Jessica Wang

Akriti Vij Benjamin Chua Darshini Ramiah En Qi Ng Mahran Morsidi Naga Nikshith Gangarapu Sharmini Johnson Vanessa Wilfred Vikneswaran Kumaran Wan Sie Lee Wenzhuo Yang Yongsen Zheng Bill Black Boming Xia Frank Sun Hao Zhang Qinghua Lu 0001 Suyu Ma Yue Liu 0010 Chi-kiu Lo Fatemeh Azadi Isar Nejadgholi Sowmya Vajjala Agnès Delaborde Nicolas Rolin Tom Seimandi Akiko Murakami Haruto Ishi Satoshi Sekine Takayuki Semitsu Tasuku Sasaki Angela Kinuthia Jean Wangari Michael Michie Stephanie Kasaon Hankyul Baek Jaewon Noh Kihyuk Nam Sang Seo Sungpil Shin Taewhi Lee Yongsu Kim Daisy Newbold-Harrop Jessica Wang Mahmoud Ghanem Vy Hong Improving Methodologies for LLM Evaluations Across Global Languages. 2026 January abs/2601.15706 CoRR https://doi.org/10.48550/arXiv.2601.15706 db/journals/corr/corr2601.html#abs-2601-15706 streams/journals/corr

Linus Folkerts Will Payne Simon Inman Philippos Giavridis Joe Skinner Sam Deverett James Aung Ekin Zorer Michael Schmatz Mahmoud Ghanem John Wilkinson Alan Steer Vy Hong Jessica Wang Measuring AI Agents' Progress on Multi-Step Cyber Attack Scenarios. 2026 March abs/2603.11214 CoRR https://doi.org/10.48550/arXiv.2603.11214 db/journals/corr/corr2603.html#abs-2603-11214 streams/journals/corr

Mina J. Kian Kaleen Shrestha Katrin Fischer Xiaoyuan Zhu Jonathan Ong Aryan Trehan Jessica Wang Gloria Chang Sébastien M. R. Arnold Maja J. Mataric Using Linguistic Entrainment to Evaluate Large Language Models for Use in Cognitive Behavioral Therapy. 7724-7743 2025 NAACL (Findings) https://doi.org/10.18653/v1/2025.findings-naacl.430 https://aclanthology.org/2025.findings-naacl.430/ conf/naacl/2025f db/conf/naacl/naacl2025f.html#KianSFZOTWCAM25 streams/conf/naacl

Kiran Bhat Nishchaie Khanna Karun Channa Tinghui Zhou Yiheng Zhu Xiaoxia Sun Charles Shang Anirudh Sudarshan Maurice Chu Daiqing Li Kangle Deng Jean-Philippe Fauconnier Tijmen Verhulsdonck Maneesh Agrawala Kayvon Fatahalian Alexander Weiss Christian Reiser Ravi Kiran Chirravuri Ravali Kandur Alejandro Pelaez Akash Garg Michael Palleschi Jessica Wang Skylar Litz Leon Liu Anying Li David Harmon Derek Liu Liangjun Feng Denis Goupil Lukas Kuczynski Jihyun Yoon Naveen Marri Peiye Zhuang Yinan Zhang Brian Yin Haomiao Jiang Marcel van Workum Thomas Lane Bryce Erickson Salil Pathare Kyle Price Anupam Singh David Baszucki Cube: A Roblox View of 3D Intelligence. 2025 March abs/2503.15475 CoRR https://doi.org/10.48550/arXiv.2503.15475 db/journals/corr/corr2503.html#abs-2503-15475 streams/journals/corr

Malcolm Ka Yu Wong Marina Bazhydai Calum Hartley Jessica Wang Does implicit mentalising involve the representation of others' mental state content? Examining domain-specificity with an adapted Joint Simon task: A registered report. 2024 CogSci https://escholarship.org/uc/item/31s7r11j conf/cogsci/2024 db/conf/cogsci/cogsci2024.html#WongBHW24

Arthur Goemans Marie Davidsen Buhl Jonas Schuett Tomek Korbak Jessica Wang Benjamin Hilton Geoffrey Irving Safety case template for frontier AI: A cyber inability argument. 2024 abs/2411.08088 CoRR https://doi.org/10.48550/arXiv.2411.08088 db/journals/corr/corr2411.html#abs-2411-08088 streams/journals/corr

Jessica Wang Amy X. Zhang David R. Karger Designing for Engaging with News using Moral Framing towards Bridging Ideological Divides. 42:1-42:23 2022 6 Proc. ACM Hum. Comput. Interact. GROUP https://doi.org/10.1145/3492861 db/journals/pacmhci/pacmhci6.html#WangZK22

Jessica Wang Amy X. Zhang David R. Karger Pano: Engaging with News using Moral Framing towards Bridging Ideological Divides. 2021 abs/2101.11231 CoRR https://arxiv.org/abs/2101.11231 db/journals/corr/corr2101.html#abs-2101-11231

Barbara Cutler Matthew Peveler Samuel Breese Evan Maicus Ana L. Milanova Buster O. Holzbauer Andrew Aikens James Anderson Josh Barthelmess Timothy Cyrus Marisa Lee Leon Montealegre Jessica Wang Supporting Team Submissions and Peer Grading within Submitty: (Abstract Only). 1111 2018 SIGCSE https://doi.org/10.1145/3159450.3162206 conf/sigcse/2018 db/conf/sigcse/sigcse2018.html#CutlerPBMMHAABC17 Maneesh Agrawala Andrew Aikens James Anderson Sébastien M. R. Arnold James Aung Fatemeh Azadi Hankyul Baek Josh Barthelmess David Baszucki Marina Bazhydai Kiran S. BhatKiran Bhat Bill Black Samuel Breese Marie Davidsen Buhl Gloria Chang Karun Channa Ravi Kiran Chirravuri Maurice Chu Sheng Lun Benjamin ChuaBenjamin Chua Barbara Cutler Timothy Cyrus Agnès Delaborde Kangle Deng Sam Deverett Bryce Erickson Kayvon Fatahalian Jean-Philippe Fauconnier Liangjun Feng Katrin Fischer Linus Folkerts Naga Nikshith Gangarapu Akash Garg Mahmoud Ghanem Philippos Giavridis Arthur Goemans Denis Goupil David Harmon Calum Hartley Benjamin Hilton Buster O. Holzbauer Vy Hong Simon Inman Geoffrey Irving Haruto Ishi Haomiao Jiang Sharmini Johnson Ravali Kandur David R. Karger Stephanie Kasaon Nishchaie Khanna Mina J. Kian Yongsu Kim Angela Kinuthia Tomek Korbak Lukas Kuczynski Vikneswaran Kumaran Thomas Lane Marisa Lee Taewhi Lee Wan Sie Lee Anying Li Daiqing Li Skylar Litz Derek Liu Leon Liu Yue Liu 0010 Chi-kiu Lo Qinghua Lu 0001 Suyu Ma Evan Maicus Naveen Marri Maja J. Mataric Michael Michie Ana L. Milanova Leon Montealegre Mahran Morsidi Akiko Murakami Ki-Hyuk NamKihyuk Nam Isar Nejadgholi Daisy Newbold-Harrop En Qi Ng Jaewon Noh Yoong Seang Jonathan OngJonathan Ong Michael Palleschi Salil Pathare Will Payne Alejandro Pelaez Matthew Peveler Kyle Price Darshini Ramiah Christian Reiser Nicolas Rolin Tasuku Sasaki Michael Schmatz Jonas Schuett Tom Seimandi Satoshi Sekine Takayuki Semitsu Sang Seo Charles Shang Sungpil Shin Kaleen Shrestha Anupam Singh Joe Skinner Alan Steer Anirudh Sudarshan Frank Sun Xiaoxia Sun Aryan Trehan Sowmya Vajjala Tijmen Verhulsdonck Akriti Vij Jean Wangari Alexander Weiss Vanessa Wilfred John Wilkinson Malcolm Ka Yu Wong Marcel van Workum Boming Xia Wenzhuo Yang Brian Yin Jihyun Yoon Amy X. Zhang Hao Zhang Yinan Zhang Yongsen Zheng Tinghui Zhou Xiaoyuan Zhu Yiheng Zhu Peiye Zhuang Ekin Zorer