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Factuality challenges in the era of large language models and opportunities for fact-checking
11 references·3 citing·49 second hop
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(1992)Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (2016)Ethical Framework for Harnessing the Power of AI in Healthcare and Beyond (2024)GenAI against humanity: nefarious applications of generative artificial intelligence and large language models (2024)The Butterfly Effect in artificial intelligence systems: Implications for AI bias and fairness (2024)Fairness in Large Language Models: A Taxonomic Survey (2024)Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models (2025)Anchoring bias in large language models: an experimental study (2025)Bias Testing and Mitigation in LLM-based Code Generation (2025)
this work references cited by second hop

References

  • 1977The halo effect: Evidence for unconscious alteration of judgments.2,015 cited
  • 2022TruthfulQA: Measuring How Models Mimic Human Falsehoods893 cited
  • 2020Sharing of fake news on social media: Application of the honeycomb framework and the third-person effect hypothesis289 cited
  • 2019Judging Truth288 cited
  • 2023Should ChatGPT be biased? Challenges and risks of bias in large language models282 cited
  • 2022Online misinformation is linked to early COVID-19 vaccination hesitancy and refusal263 cited
  • 2018Predicting Factuality of Reporting and Bias of News Media Sources260 cited
  • 2023ChatGPT: More Than a “Weapon of Mass Deception” Ethical Challenges and Responses from the Human-Centered Artificial Intelligence (HCAI) Perspective169 cited
  • 2024Large Language Models are not Fair Evaluators133 cited
  • 2024TrustLLM: Trustworthiness in Large Language Models74 cited
  • 2023User-Chatbot Conversations During the COVID-19 Pandemic: Study Based on Topic Modeling and Sentiment Analysis49 cited

Cited by

  • 2025The impact of advanced AI systems on democracy17 cited
  • 2025ChatGPT is Bullshit (Partly) Because People are Bullshitters12 cited
  • 2025How to Write Effective Prompts for Screening Biomedical Literature Using Large Language Models

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10 cited