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.
Project
VERT: Versatile Entity Recognition & Disambiguation Toolkit
While knowledge about entities is a key building block in the mentioned systems, creating effective/efficient models for real-world scenarios remains a challenge (tech/data/real workloads). Based on such needs, we’ve created VERT – a Versatile Entity…
Publication
Syntax-Enhanced Pre-trained Model
Publication
Learning Inference Rules with Neural TP-Reasoner
Microsoft Research Blog
Research at Microsoft 2020: Addressing the present while looking to the future
Microsoft researchers pursue the big questions about what the world will be like in the future and the role technology will play. Not only do they take on the responsibility of exploring the long-term vision…
Tool
MPNet implementation in Huggingface
MPNet is supported by Huggingface, one of the most popular repo for pre-trained language models. You can follow this link to have a try on MPNet via Huggingface.