Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Video
Video Abstract: Integrative-AI
Over the last decade, algorithmic developments coupled with increased computation and data resources have led to advances in well-defined verticals of AI such as vision, speech recognition, natural language processing, and dialog technologies. However, the…
Video
Video Abstract: Machine Reading Using Neural Machines
Teaching machines to read, process and comprehend natural language documents and images is a coveted goal in modern AI. We see growing interest in machine reading comprehension (MRC) due to potential industrial applications as well…
Project
Machine Learning on the Edge
We design algorithms that take large and accurate existing models and attempt to compress them down to size. And, we start from new math on the whiteboard and create new predictor classes that are specially…
Video
Utilizing Social Media for Disaster Relief
Effective coordination of post-disaster relief operations depends critically on the availability of reliable situational information, as well as on citizen participation in the operations. The advent of online social media (e.g., Twitter, Facebook) and the…
Video
Detection of Aggressive Behaviour on Social Media
As the interaction over the web has increased, incidents of aggression and related events like trolling, cyberbullying, flaming, hate speech, etc. too have increased manifold across the globe. While most of these behaviours like bullying…
Video
Making Voicebots Work for Accents
Voice-driven automated agents such as personal assistants are becoming increasingly popular. However, in a multilingual and multi-cultural country like India, deploying such agents to engage with large sections of the population is highly challenging. A…
Video
HollyChat! Domain Specific Conversational Agents
Most of the AI systems today are driven by three key components (i) data (ii) common sense knowledge and (iii) powerful learning algorithms which can harness this data and knowledge to learn task specific meaningful…
Publication