NEW blog post: Do modern #LLMs capture the conceptual diversity of human populations? #KempnerInstitute researchers find #alignment reduces conceptual diversity of language models. bit.ly/4hNjtiI

Alignment reduces conceptual diversity of language models - Kempner Institute

As large language models (LLMs) have become more sophisticated, there’s been growing interest in using LLM-generated responses in place of human data for tasks such as polling, user studies, and […]

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(1/9) Excited to share my recent work on "Alignment reduces LM's conceptual diversity" with @tomerullman.bsky.social and @jennhu.bsky.social, to appear at #NAACL2025! 🐟 We want models that match our values...but could this hurt their diversity of thought? Preprint: arxiv.org/abs/2411.04427