Nikita Soni

According to our database, Nikita Soni authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP Tasks.

Nikita Soni, Pranav Chitale, Khushboo Singh, Niranjan Balasubramanian, H. Andrew Schwartz

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

The Consistent Lack of Variance of Psychological Factors Expressed by LLMs and Spambots.

Vasudha Varadarajan, Salvatore Giorgi, Siddharth Mangalik, Nikita Soni, David M. Markowitz, H. Andrew Schwartz

Proceedings of the 31st International Conference on Computational Linguistics, 2025

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, Syeda Mahwish, Pranav Chitale, Ryan L. Boyd, Lyle H. Ungar, Richard N. Rosenthal, H. Andrew Schwartz

Proceedings of the Findings of the Association for Computational Linguistics, 2025

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, Sean A. P. Clouston, H. Andrew Schwartz

npj Digit. Medicine, 2024

Comparing Human-Centered Language Modeling: Is it Better to Model Groups, Individual Traits, or Both?

Nikita Soni, Niranjan Balasubramanian, H. Andrew Schwartz, Dirk Hovy

CoRR, 2024

Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both?

Nikita Soni, Niranjan Balasubramanian, H. Andrew Schwartz, Dirk Hovy

Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, 2024

Large Human Language Models: A Need and the Challenges.

Nikita Soni, H. Andrew Schwartz, João Sedoc, Niranjan Balasubramanian

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

2023

"I Slept Like a Baby": Using Human Traits To Characterize Deceptive ChatGPT and Human Text.

Salvatore Giorgi, David M. Markowitz, Nikita Soni, Vasudha Varadarajan, Siddharth Mangalik, H. Andrew Schwartz

Proceedings of the IACT, 2023

2022

Human Language Modeling.

Nikita Soni, Matthew Matero, Niranjan Balasubramanian, H. Andrew Schwartz

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection.

Matthew Matero, Nikita Soni, Niranjan Balasubramanian, H. Andrew Schwartz

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021