Human language technologies
Advancing how machines understand and generate human language across speech, text, and translation.
Group
Machine Learning and AI | India
We work on various aspects of data-driven algorithms including fast machine learning algorithms that can learn from large scale and noisy data, learning from natural language and multilingual data, and applications of these algorithms to…
Project
From Captions to Visual Concepts and Back
We introduce a novel approach for automatically generating image descriptions. Visual detectors, language models, and deep multimodal similarity models are learned directly from a dataset of image captions. Our system is state-of-the-art on the official…
Publication