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
Few-shot Learning
Deep neural networks including pre-trained language models like BERT, Turing-NLG and GPT-3 require thousands of labeled training examples to obtain state-of-the-art performance for downstream tasks and applications. Such large number of labeled examples are difficult…
Project
Knowledge Distillation
Modern machine learning applications have enjoyed a great boost utilizing deep and large neural network models, allowing them to achieve state-of-the-art results on a wide range of tasks such as question-answering, conversational AI, search and…
Event
Microsoft at ACL 2020
Microsoft is proud to be a Diversity and Inclusion Champion sponsor of the 58th Annual Meeting of the Association for Computational Linguistics (ACL) happening on July 5-10, 2020. See the details on our contributions to…
