Understanding Names with Neural Networks - Session 2

Understanding Names with Neural Networks - Session 2

Explore the challenges and innovative solutions in cross-language name matching during this 59-minute webinar on neural network applications. Delve into the limitations of traditional methods like edit distance and Hidden Markov Models, and discover how deep neural networks significantly improve accuracy in English/Japanese name matching. Learn about sequence-to-sequence models, Long Short-Term Memory cells, and Convolutional Neural Networks as applied to transliteration and name scoring. Gain insights into BasisTech's Rosette capabilities and the practical implications of these advanced techniques for consumer and governmental domains.