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Nikita Soni
Nikita Soni
Verified email at cs.stonybrook.edu - Homepage
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Year
MeLT: Message-level transformer with masked document representations as pre-training for stance detection
M Matero, N Soni, N Balasubramanian, HA Schwartz
Findings of the Association for Computational Linguistics: EMNLP 2021., 2021
232021
Human language modeling
N Soni, M Matero, N Balasubramanian, HA Schwartz
Findings of the Association for Computational Linguistics: ACL 2022, 2022
152022
WWBP-SQT-lite: Multi-level Models and Difference Embeddings for Moments of Change Identification in Mental Health Forums
AV Ganesan, V Varadarajan, J Mittal, S Subrahmanya, M Matero, N Soni, ...
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical …, 2022
8*2022
I slept like a baby: Using human traits to characterize deceptive ChatGPT and human text
S Giorgi, DM Markowitz, N Soni, V Varadarajan, S Mangalik, HA Schwartz
International workshop on implicit author characterization from texts for …, 2023
62023
Detecting Dissonant Stance in Social Media: The Role of Topic Exposure
V Varadarajan, N Soni, W Wang, C Luhmann, HA Schwartz, N Inoue
Proceedings of the Fifth Workshop on Natural Language Processing and …, 2022
32022
Robust language-based mental health assessments in time and space through social media
S Mangalik, JC Eichstaedt, S Giorgi, J Mun, F Ahmed, G Gill, AV Ganesan, ...
arXiv preprint arXiv:2302.12952, 2023
12023
Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk
V Varadarajan, A Lahnala, AV Ganesan, G Dey, S Mangalik, AM Bucur, ...
Proceedings of the 9th Workshop on Computational Linguistics and Clinical …, 2024
2024
Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both?
N Soni, N Balasubramanian, HA Schwartz, D Hovy
arXiv preprint arXiv:2401.12492, 2024
2024
Large Human Language Models: A Need and the Challenges
N Soni, HA Schwartz, J Sedoc, N Balasubramanian
arXiv preprint arXiv:2312.07751, 2023
2023
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