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News/Probing Latent Colombian Identity Inferences in Qwen2.5-7B with Natural Language Autoencoders
arxiv
PublishedJuly 27, 2026 at 4:00 AM
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Probing Latent Colombian Identity Inferences in Qwen2.5-7B with Natural Language Autoencoders

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arXiv:2607.21774v1 Announce Type: new Abstract: Large language models may infer demographic attributes from subtle linguistic cues even when those attributes are not explicitly stated. This pilot study examines whether Qwen2.5-7B-Instruct internally represents Colombian identity, socioeconomic statu

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