Calling Out Bluff: Attacking the Robustness of Automatic Scoring Systems with Simple Adversarial Testing. - Yaman Kumar 001; Mehar Bhatia; Anubha Kabra; Junyi Jessy Li; Di Jin; Rajiv Ratn Shah (CoRR, 2020)

One to Rule Them All: Towards Joint Indic Language Hate Speech Detection. - Mehar Bhatia; Tenzin Singhay Bhotia; Akshat Agarwal; Prakash Ramesh; Shubham Gupta; Kumar Shridhar; Felix Laumann; Ayushman Dash (FIRE (Working Notes), 2021)

Perception Point: Identifying Critical Learning Periods in Speech for Bilingual Networks. - Anuj Saraswat; Mehar Bhatia; Yaman Kumar Singla; Changyou Chen; Rajiv Ratn Shah (CoRR, 2021)

Evaluation Toolkit For Robustness Testing Of Automatic Essay Scoring Systems. - Anubha Kabra; Mehar Bhatia; Yaman Kumar Singla; Junyi Jessy Li; Rajiv Ratn Shah (COMAD/CODS, 2022)

GD-COMET: A Geo-Diverse Commonsense Inference Model. - Mehar Bhatia; Vered Shwartz (EMNLP, 2023)

From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models. - Mehar Bhatia; Sahithya Ravi; Aditya Chinchure; Eunjeong Hwang; Vered Shwartz (EMNLP, 2024)

CulturalTeaming: AI-Assisted Interactive Red-Teaming for Challenging LLMs' (Lack of) Multicultural Knowledge. - Yu Ying Chiu; Liwei Jiang; Maria Antoniak; Chan Young Park; Shuyue Stella Li; Mehar Bhatia; Sahithya Ravi; Yulia Tsvetkov; Vered Shwartz; Yejin Choi 001 (CoRR, 2024)

CulturalBench: a Robust, Diverse and Challenging Benchmark on Measuring the (Lack of) Cultural Knowledge of LLMs. - Yu Ying Chiu; Liwei Jiang; Bill Yuchen Lin; Chan Young Park; Shuyue Stella Li; Sahithya Ravi; Mehar Bhatia; Maria Antoniak; Yulia Tsvetkov; Vered Shwartz; Yejin Choi 001 (CoRR, 2024)

CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs' Cultural Knowledge Through Human-AI Red-Teaming. - Yu Ying Chiu; Liwei Jiang; Bill Yuchen Lin; Chan Young Park; Shuyue Stella Li; Sahithya Ravi; Mehar Bhatia; Maria Antoniak; Yulia Tsvetkov; Vered Shwartz; Yejin Choi 001 (ACL (1), 2025)

Societal Alignment Frameworks Can Improve LLM Alignment. - Karolina Stanczak; Nicholas Meade; Mehar Bhatia; Hattie Zhou; Konstantin Böttinger; Jeremy Barnes 002; Jason Stanley; Jessica Montgomery; Richard S. Zemel; Nicolas Papernot; Nicolas Chapados; Denis Therien; et al. (CoRR, 2025)

DeepSeek-R1 Thoughtology: Let's about LLM Reasoning. - Sara Vera Marjanovic; Arkil Patel; Vaibhav Adlakha; Milad Aghajohari; Parishad BehnamGhader; Mehar Bhatia; Aditi Khandelwal; Austin Kraft; Benno Krojer; Xing Han Lù; Nicholas Meade; Dongchan Shin; et al. (CoRR, 2025)

Is It Bad to Work All the Time? Cross-Cultural Evaluation of Social Norm Biases in GPT-4. - Zhuozhuo Joy Liu; Farhan Samir; Mehar Bhatia; Laura K. Nelson; Vered Shwartz (CoRR, 2025)

CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics. - Shravan Nayak; Mehar Bhatia; Xiaofeng Zhang; Verena Rieser; Lisa Anne Hendricks; Sjoerd van Steenkiste; Yash Goyal; Karolina Stanczak; Aishwarya Agrawal (CoRR, 2025)