Human language technologies
Advancing how machines understand and generate human language across speech, text, and translation.
Visual Understanding in Natural Language
Bridging visual and natural language understanding is a fundamental requirement for intelligent agents. This talk will focus mainly on automatic image captioning and visual question answering (VQA). I will cover some recent advances in automatic…
Acoustic-To-Word Model Without OOV
Dreaming Contextual Memory
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels. Many applications have been found in diverse areas ranging from language modeling to document…
Deep Learning Approach for Extreme Multi-label Text Classification
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels. Many applications have been found in diverse areas ranging from language modeling to document…
