Human language technologies
Researching software and systems that bridge the linguistic divide between people and machines to make communicating with computers as natural as speaking with family and friends.
Publication
List-only Entity Linking
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
Ethnography for Artificial Intelligence
An introduction to ethnography for Artificial Intelligence as well as conversational analysis and its relevance to AI.
Video
Fairness in Machine Learning
Machine learning is increasingly being adopted by various domains: governments, credit, recruiting, advertising, and many others. Fairness and equality are critical aspects, especially in light of anti-discriminatory laws in these domains. Opaque machine learning models:…
Group
Conversational Systems Group
Advancing the state-of-the-art in human-computer conversation, through work on dialog management, dialog state tracking, user modeling, language understanding, and language generation.
Video
Computational Pragmatics
Defining pragmatics has not been easy. We discuss the major themes that have been dealt with in the field: The macro perspective: Speech Act Theory The micro perspective: Cooperative Principles and Implicature Merging the macro…
