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L

Lera Lakusta

computational linguist · Grammarly

V

Vitalii Lakusta

Head of Product Engineering · Pactum

L

Lera Kaimashnіkova

Product Owner · AUTODOC

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Activities & events

Title & Speakers Event
Event How We Build High-Quality, User-Oriented LLM Features at Grammarly 2025-08-26
Users or experts? Navigating the trade-offs in LLM quality annotation 2025-08-26 · 19:00
Yulia Khalus – Computational Linguist @ Grammarly

In this talk, we will examine how LLM outputs are evaluated by potential end users versus professional linguist-annotators, as two ways of ensuring alignment with real-world user needs and expectations. We will compare the two approaches, highlight the advantages and recurring pitfalls of user-driven annotation, and share the mitigation techniques we have developed from our own experience.

llms linguistic annotation NLP user studies
Beyond generation: How to get high-quality text from LLMs 2025-08-26 · 16:30
Lera Lakusta – computational linguist @ Grammarly

How can we influence quality during the prompt creation stage, as well as how to work with already-generated text—improving it, identifying errors, and filtering out undesirable results. We'll explore linguistic approaches that help achieve better, more controlled outcomes from LLMs.

llms prompt engineering text quality linguistic approaches
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