Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure

Item #:

079017-0701

Details

DOI: https://doi.org/10.52202/079017-0701
Author(s): Pranjal Awasthi, Srinadh Bhojanapalli, Jaeyoung Cha, Hanseul Cho, Anupam Gupta, Chulhee Yun
Pages: 22233-22315 (83 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-0701
Author(s): Pranjal Awasthi, Srinadh Bhojanapalli, Jaeyoung Cha, Hanseul Cho, Anupam Gupta, Chulhee Yun
Pages: 22233-22315 (83 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)