Ada Melentyeva

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Computational Linguist Grammarly

Ada Melentyeva — Computational linguist at Grammarly. Worked on inclusive language, fluency, and injecting organizational knowledge into Grammarly suggestions and correctness. Works on a library for metric-based evaluation of prompt output.

Bio from: The Evolution of Prompt Engineering Tooling at Grammarly

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Ensuring the Quality of LLM Output at Grammarly: An Overview and Case Study 1 The Evolution of Prompt Engineering Tooling at Grammarly 1

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Measuring LLM Output Quality at Grammarly

2024-06-06 · Ensuring the Quality of LLM Output at Grammarly: An Overview and Case Study

talk

with Lena Nahorna (Grammarly) , Ada Melentyeva (Grammarly)

LLM NLP

LLMs have opened up new avenues in NLP with their possible applications, but evaluating their output introduces a new set of challenges. In this talk, we discuss these challenges and our approaches to measuring the model output quality. We will talk about the existing evaluation methods and their pros and cons and then take a closer look at their application in a practical case study.