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.
Microsoft Research Blog
Platform for Situated Intelligence: Tools and Framework for Multimodal Interaction Research
Over the last decade, advances in machine learning coupled with the availability of large amounts of data have led to significant progress on long-standing AI challenges. In domains like computer vision, speech recognition, machine translation…
Publication
Towards Neural Phrase-based Machine Translation
Podcast
Building Literate Machines with Dr. Adam Trischler
Episode 16, March 21, 2018 – Dr. Trischler talks about his dream of making literate machines, his efforts to design meta-learning algorithms that can actually learn to learn, the importance of what he calls “few-shot…
Project
Question Generation (QG)
Question Generation (QG) aims to generate natural language questions based on given contents (knowledge base triples, tables, sentences, or images), where the generated questions need to be able to be answered by the contents. The motivation…
Tool
Translator Human Parity Data
Human evaluation results and translation output for the Translator Human Parity Data release, as described in this blog post (opens in new tab). The Translator Human Parity Data release contains all human evaluation results and…