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.
Tool
A State-of-the-Art Large-scale Pretrained Response generation model (DialoGPT)
This repository contains the source code and trained model for a large-scale pretrained dialogue response generation model. The human evaluation results (opens in new tab) indicate that the response generated from DialoGPT is comparable to human…
Podcast
Machine teaching, LUIS and the democratization of custom AI with Dr. Riham Mansour
Machine learning is a powerful tool that enables conversational agents to provide general question-answer services. But in domains with more specific taxonomies – or simply for requests that are longer and more complicated than “Play…
Video
Interpretability in NLP: Moving Beyond Vision
Deep neural network models have been extremely successful for natural language processing (NLP) applications in recent years, but one complaint they often suffer from is their lack of interpretability. On the other hand, the field…
Video
Efficient and Scalable Deep Learning
In deep learning, researchers keep gaining higher performance by using larger models. However, there are two obstacles blocking the community to build larger models: (1) training larger models is more time-consuming, which slows down model…
Video
Towards Grounded Spatio-Temporal Reasoning
To develop an Artificial Intelligence (AI) system that can understand the world around us, it needs to be able to interpret and reason about the world we see and the language we speak. In recent…
