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Are chatbots reliable text annotators? Sometimes

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References

2023ChatGPT outperforms crowd workers for text-annotation tasks1,193 cited
2023Unveiling security, privacy, and ethical concerns of ChatGPT319 cited
2024Large language models as a substitute for human experts in annotating political text103 cited
2023ChatGPT for Text Annotation? Mind the Hype!29 cited

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2024A systematic evaluation of text mining methods for short texts: Mapping individuals’ internal states from online posts15 cited
2025New opportunities and challenges for conservation evidence synthesis from advances in natural language processing7 cited
2025Let’s talk about language—and its role for replicability6 cited

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