Selected Publications
Please see my Scholar page for a complete list.
Defining Cultural Capabilities for AI Evaluation: A Taxonomy Grounded in Intercultural Communication Theory
Isar Nejadgholi, Masoud Kianpour, **Krishnapriya Vishnubhotla**, Maryam Molamohammadi
Proceedings of the Workshop on Evaluating Evaluations (EvalEval),
A three-level taxonomy of cultural capabilities relevant to AI systems.
Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability
**Krishnapriya Vishnubhotla**, Hillary Dawkins, Isar Nejadgholi, Svetlana Kiritchenko
arXiv,
Better evaluation practices for quantifying safety of finetuned LLMs.
Emotion Granularity from Text: An Aggregate-Level Indicator of Mental Health
**Krishnapriya Vishnubhotla**, Daniela Teodorescu, Mallory J Feldman, Kristen Lindquist, Saif M. Mohammad
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing,
Translating psychological constructs of emotional expression into computational measures.
The GPT-WritingPrompts Dataset: A Comparative Analysis of Character Portrayal in Short Stories
Xi Yu Huang, **Krishnapriya Vishnubhotla**, Frank Rudzicz
Presented at the 6th Workshop on Narrative Understanding,
Comparing narrative features of AI-generated and human-written short stories.
What Makes Sentences Semantically Related? A Textual Relatedness Dataset and Empirical Study
Mohamed Abdalla, **Krishnapriya Vishnubhotla**, Saif Mohammad
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics,
Semantic relatedness is distinct from semantic similarity.
Tweet Emotion Dynamics: Emotion Word Usage in Tweets from US and Canada
**Krishnapriya Vishnubhotla**, Saif Mohammad
Proceedings of the Thirteenth Language Resources and Evaluation Conference,
Capturing patterns of emotions associated with tweets over time.
The Project Dialogism Novel Corpus: A Dataset for Quotation Attribution in Literary Texts
**Krishnapriya Vishnubhotla**, Adam Hammond, Graeme Hirst
Proceedings of the Thirteenth Language Resources and Evaluation Conference,
Who says what, and to whom, in literary novels?