The Effect of Data Dimensionality on Neural Network Prunability. - Zachary Ankner; Alex Renda; Gintare Karolina Dziugaite; Jonathan Frankle; Tian Jin (CoRR, 2022)

EntailSum: An Entailment-Based Approach to Aspect-Based Text Summarization with Automated Aspect Adaptation. - Zachary Ankner; Purvaja Balaji; Ye Zhu; Chun Keat Hiew; Patrick Wang; Amar Gupta (Int. J. Pattern Recognit. Artif. Intell., 2022)

3D Neural Field Generation Using Triplane Diffusion. - J. Ryan Shue; Eric Ryan Chan; Ryan Po; Zachary Ankner; Jiajun Wu 001; Gordon Wetzstein (CVPR, 2023)

Striped Attention: Faster Ring Attention for Causal Transformers. - William Brandon; Aniruddha Nrusimha; Kevin Qian; Zachary Ankner; Tian Jin; Zhiye Song; Jonathan Ragan-Kelley (CoRR, 2023)

Dynamic Masking Rate Schedules for MLM Pretraining. - Zachary Ankner; Naomi Saphra; Davis W. Blalock; Jonathan Frankle; Matthew L. Leavitt (EACL (2), 2024)

Hydra: Sequentially-Dependent Draft Heads for Medusa Decoding. - Zachary Ankner; Rishab Parthasarathy; Aniruddha Nrusimha; Christopher Rinard; Jonathan Ragan-Kelley; William Brandon (CoRR, 2024)

Vid3D: Synthesis of Dynamic 3D Scenes using 2D Video Diffusion. - Rishab Parthasarathy; Zachary Ankner; Aaron Gokaslan (CoRR, 2024)

Critique-out-Loud Reward Models. - Zachary Ankner; Mansheej Paul; Brandon Cui; Jonathan D. Chang; Prithviraj Ammanabrolu (CoRR, 2024)

Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models. - Zachary Ankner; Cody Blakeney; Kartik Sreenivasan; Max Marion; Matthew L. Leavitt; Mansheej Paul (ICLR, 2025)

Scaling Laws for Precision. - Tanishq Kumar; Zachary Ankner; Benjamin Frederick Spector; Blake Bordelon; Niklas Muennighoff; Mansheej Paul; Cengiz Pehlevan; Christopher Ré; Aditi Raghunathan (ICLR, 2025)

Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding. - Tian Jin; Ellie Y. Cheng; Zachary Ankner; Nikunj Saunshi; Blake M. Elias; Amir Yazdanbakhsh; Jonathan Ragan-Kelley; Suvinay Subramanian; Michael Carbin (CoRR, 2025)

Unsupervised Elicitation of Language Models. - Jiaxin Wen; Zachary Ankner; Arushi Somani; Peter Hase; Samuel Marks; Jacob Goldman-Wetzler; Linda Petrini; Henry Sleight; Collin Burns; He He 001; Shi Feng 005; Ethan Perez; et al. (CoRR, 2025)