Transformers Can Do Arithmetic with the Right Embeddings. - Sean McLeish; Arpit Bansal; Alex Stein; Neel Jain; John Kirchenbauer; Brian R. Bartoldson; Bhavya Kailkhura; Abhinav Bhatele; Jonas Geiping; Avi Schwarzschild; Tom Goldstein (NeurIPS, 2024)

Benchmarking ChatGPT on Algorithmic Reasoning. - Sean McLeish; Avi Schwarzschild; Tom Goldstein (CoRR, 2024)

The CLRS-Text Algorithmic Reasoning Language Benchmark. - Larisa Markeeva; Sean McLeish; Borja Ibarz; Wilfried Bounsi; Olga Kozlova; Alex Vitvitskyi; Charles Blundell; Tom Goldstein; Avi Schwarzschild; Petar Velickovic (CoRR, 2024)

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach. - Jonas Geiping; Sean McLeish; Neel Jain; John Kirchenbauer; Siddharth Singh; Brian R. Bartoldson; Bhavya Kailkhura; Abhinav Bhatele; Tom Goldstein (CoRR, 2025)

Gemstones: A Model Suite for Multi-Faceted Scaling Laws. - Sean McLeish; John Kirchenbauer; David Yu Miller; Siddharth Singh; Abhinav Bhatele; Micah Goldblum; Ashwinee Panda; Tom Goldstein (CoRR, 2025)