Scholars@Duke
Emily Wenger

Scholarly Works - Journal articles

Large language models are homogeneously creative.

Journal article PNAS nexus · March 2026 Numerous large language models (LLMs) are marketed for use as creativity support tools, despite several studies showing that using an LLM as a creative partner narrows creative outputs. However, these studies only consider the effects of interacting with a ... Full text Cite

Salsa Fresca: Angular Embeddings and Pre-Training for ML Attacks on Learning With Errors

Journal article Transactions on Machine Learning Research · January 1, 2025 Learning with Errors (LWE) is a hard math problem underlying recently standardized post-quantum cryptography (PQC) systems for key exchange and digital signatures (Chen et al., 2022). Prior work (Wenger et al., 2022; Li et al., 2023a;b) proposed new machin ... Cite