Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification. - Reno Kriz; João Sedoc; Marianna Apidianaki; Carolina Zheng; Gaurav Kumar; Eleni Miltsakaki; Chris Callison-Burch (NAACL-HLT (1), 2019)

An Invariant Learning Characterization of Controlled Text Generation. - Carolina Zheng; Claudia Shi; Keyon Vafa; Amir Feder; David M. Blei (ACL (1), 2023)

Revisiting Topic-Guided Language Models. - Carolina Zheng; Keyon Vafa; David M. Blei (Trans. Mach. Learn. Res., 2023)

Hypothesis Testing the Circuit Hypothesis in LLMs. - Claudia Shi; Nicolas Beltran-Velez; Achille Nazaret; Carolina Zheng; Adrià Garriga-Alonso; Andrew Jesson; Maggie Makar; David M. Blei (NeurIPS, 2024)

Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID. - Carolina Zheng; Minhui Huang; Dmitrii Pedchenko; Kaushik Rangadurai; Siyu Wang; Gaby Nahum; Jie Lei; Yang Yang; Tao Liu; Zutian Luo; Xiaohan Wei; Dinesh Ramasamy; et al. (CoRR, 2025)

Model Directions, Not Words: Mechanistic Topic Models Using Sparse Autoencoders. - Carolina Zheng; Nicolas Beltran-Velez; Sweta Karlekar; Claudia Shi; Achille Nazaret; Asif Mallik; Amir Feder; David M. Blei (CoRR, 2025)