Lena Nahorna

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Analytical Linguist Grammarly

Lena Nahorna—analytical linguist at Grammarly. Works on correctness, responsible AI, and UA-GEC. Background: PhD in linguistics.

Bio from: The Depth and Breadth of Language Research and Engineering at Grammarly

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The Depth and Breadth of Language Research and Engineering at Grammarly 1 Ensuring the Quality of LLM Output at Grammarly: An Overview and Case Study 1 Building Frameworks for Evaluation of LLM Output 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.