Multi-head Transformers Provably Learn Symbolic Multi-step Reasoning via Gradient Descent

Item #:

085713-3875

Details

DOI: https://doi.org/10.52202/085713-3875
Author(s): Tong Yang, Yu Huang, Yingbin Liang, Yuejie Chi
Pages: 128792-128883 (92 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/085713-3875
Author(s): Tong Yang, Yu Huang, Yingbin Liang, Yuejie Chi
Pages: 128792-128883 (92 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)