Nikita Soni
Nikita Soni has 2 papers in our library, in 2026, most of them on Language models & pretraining, Sentiment & emotion; often with Hansen Andrew Schwartz, Niranjan Balasubramanian, Dikshya Mohanty.
OpenAlex · ORCID · h-index 1 · 5 works · 31 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 26 times in our library · ⭐ Paper Stars ranking: #8696
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksPsychology · 1 workArtificial Intelligence · 2 worksExperimental and Cognitive Psychology · 1 workSocial Psychology · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Sentiment & emotion · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays (2026 · 25 citations)
This shared task addresses a gap in affect research. Most NLP emotion datasets rely on outside annotators who judge what a social media post seems to express, not what the writer actually felt. The organizers release a longitudinal English dataset from U.S. service-industry workers. Over 14-day phases from 2021 to… - Addressing the Ecological Fallacy in Larger LMs with Human Context (2026 · 1 citation)
Standard LM training treats each text as an independent sample, even when many texts come from the same writer.
Co-authors here
Venues
- Conference on Computational Natural Language Learning (CoNLL): CoNLL 2026
- International Workshop on Semantic Evaluation (SemEval): SemEval 2026
Cited by
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