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Lena Nahorna – Analytical Linguist @ Grammarly , Ada Melentyeva – Computational Linguist @ Grammarly

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.

LLM NLP
Ensuring the Quality of LLM Output at Grammarly: An Overview and Case Study
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