Elena Gavagnin


2025

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Evaluating LLM Capabilities in Low-Resource Contexts: A Case Study of Persian Linguistic and Cultural Tasks
Jasmin Heierli | Rebecca Bahar Ganjineh | Elena Gavagnin
Proceedings of the First Workshop on Advancing NLP for Low-Resource Languages

We evaluate four representative large language models, namely GPT-4o, Gemini, Llama, and DeepSeek on on a suite of linguistic and cultural tasks in Persian, covering grammar, paraphrasing, inference, translation, factual recall, analogical reasoning, and a Hofstede-based cultural probe under direct and role-based prompts. Our findings reveal consistent performance declines, alongside systematic misalignment with Iranian cultural norms. Role-based prompting yields modest improvements but does not fully restore cultural fidelity. We conclude that advancing truly multilingual models demands richer Persian resources, targeted adaptation, and evaluation frameworks that jointly assess fluency and cultural alignment.

2024

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Multimodal Conversational Interactions for Facial Composites: A Case for Stateful Prompt Orchestration
Rico Staedeli | Roman Leu | Jasmin Heierli | Max Meisterhans | Elena Gavagnin | Alexandre de Spindler
Proceedings of the 9th edition of the Swiss Text Analytics Conference

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PROMISE: Model-Driven Stateful Prompt Orchestration for Persuasive Conversational Interactions
Wenyuan Wu | Jasmin Heierli | Max Meisterhans | Adrian Moser | Andri Färber | Mateusz Dolata | Elena Gavagnin | Alexandre de Spindler | Gerhard Schwabe
Proceedings of the 9th edition of the Swiss Text Analytics Conference

2023

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Divide et Impera: Multi-Transformer Architectures for Complex NLP-Tasks
Solveig Helland | Elena Gavagnin | Alexandre de Spindler
Proceedings of the 8th edition of the Swiss Text Analytics Conference