Closed-Form Training Dynamics Reveal Learned Features and Linear Structure in Word2Vec-like Models

Item #:

085713-0140

Details

DOI: https://doi.org/10.52202/085713-0140
Author(s): Dhruva Karkada, James Simon, Yasaman Bahri, Michael Deweese
Pages: 4507-4540 (34 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/10.52202/085713-0140
Author(s): Dhruva Karkada, James Simon, Yasaman Bahri, Michael Deweese
Pages: 4507-4540 (34 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)