← Authors

Nikita Soni

13 papers · 2021–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (32) 🧭 Keyword Pioneer 🀝 Dynamic Duo (12) ❓ The Questioner ⚑ Prolific Year (5) πŸ’Ž Century Club (13) πŸ—ƒοΈ Keyword Collector (70)

Conferences

NAACL (5) ACL (3) EMNLP (3) COLING (1) EACL (1)

Top co-authors

H. Andrew Schwartz (12) Vasudha Varadarajan (7) Niranjan Balasubramanian (6) Adithya V Ganesan (3) Matthew Matero (3) Siddharth Mangalik (3) Gourab Dey (2) JoΓ£o Sedoc (2) Pranav Chitale (2) Khushboo Singh (2)

Keywords

text classification (4) large language model (3) mental health (3) language model (3) social media analysis (2) stance detection (2) social media (2) human-centered nlp (2) human context (2) authorship attribution (1) explainable ai (1) language modeling (1) natural language processing (1) community detection (1) few-shot learning (1) text analysis (1) hidden state (1) sentiment analysis (1) user modeling (1) hierarchical model (1)

Papers

Who We Are, Where We Are: Mental Health at the Intersection of Person, Situation, and Large Language Models NAACL 2025
The Consistent Lack of Variance of Psychological Factors Expressed by LLMs and Spambots COLING 2025
Residualized Similarity for Faithfully Explainable Authorship Verification EMNLP 2025
Systematic Evaluation of Auto-Encoding and Large Language Model Representations for Capturing Author States and Traits ACL 2025
Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP Tasks NAACL 2025
Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk EACL 2024
From Text to Context: Contextualizing Language with Humans, Groups, and Communities for Socially Aware NLP NAACL 2024
Large Human Language Models: A Need and the Challenges NAACL 2024
Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both? ACL 2024
Detecting Dissonant Stance in Social Media: The Role of Topic Exposure EMNLP 2022
Human Language Modeling ACL 2022
WWBP-SQT-lite: Multi-level Models and Difference Embeddings for Moments of Change Identification in Mental Health Forums NAACL 2022
MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection EMNLP 2021