MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection. - Matthew Matero; Nikita Soni 002; Niranjan Balasubramanian; H. Andrew Schwartz (EMNLP (Findings), 2021)

Human Language Modeling. - Nikita Soni 002; Matthew Matero; Niranjan Balasubramanian; H. Andrew Schwartz (ACL (Findings), 2022)

"I Slept Like a Baby": Using Human Traits To Characterize Deceptive ChatGPT and Human Text. - Salvatore Giorgi; David M. Markowitz; Nikita Soni 002; Vasudha Varadarajan; Siddharth Mangalik; H. Andrew Schwartz (IACT@SIGIR, 2023)

Large Human Language Models: A Need and the Challenges. - Nikita Soni 002; H. Andrew Schwartz; João Sedoc; Niranjan Balasubramanian (NAACL-HLT, 2024)

Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both? - Nikita Soni 002; Niranjan Balasubramanian; H. Andrew Schwartz; Dirk Hovy (WASSA, 2024)

Comparing Human-Centered Language Modeling: Is it Better to Model Groups, Individual Traits, or Both? - Nikita Soni 002; Niranjan Balasubramanian; H. Andrew Schwartz; Dirk Hovy (CoRR, 2024)

Robust language-based mental health assessments in time and space through social media. - Siddharth Mangalik; Johannes C. Eichstaedt; Salvatore Giorgi; Jihu Mun; Farhan Ahmed; Gilvir Gill; Adithya V. Ganesan; Shashanka Subrahmanya; Nikita Soni 002; Sean A. P. Clouston; H. Andrew Schwartz (npj Digit. Medicine, 2024)

Systematic Evaluation of Auto-Encoding and Large Language Model Representations for Capturing Author States and Traits. - Khushboo Singh; Vasudha Varadarajan; Adithya V. Ganesan; August Håkan Nilsson; Nikita Soni 002; Syeda Mahwish; Pranav Chitale; Ryan L. Boyd; Lyle H. Ungar; Richard N. Rosenthal; H. Andrew Schwartz (ACL (Findings), 2025)

The Consistent Lack of Variance of Psychological Factors Expressed by LLMs and Spambots. - Vasudha Varadarajan; Salvatore Giorgi; Siddharth Mangalik; Nikita Soni 002; David M. Markowitz; H. Andrew Schwartz (COLING Workshops, 2025)

Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP Tasks. - Nikita Soni 002; Pranav Chitale; Khushboo Singh; Niranjan Balasubramanian; H. Andrew Schwartz (NAACL (Findings), 2025)