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.
Dataset Source Code
SPADE: State Space Augmented Transformer
This PyTorch package implements the language modeling experiments in Efficient Long Sequence Modeling via State Space Augmented Transformer.
Video
Advancing end-to-end automatic speech recognition and beyond
The speech community is transitioning from hybrid modeling to end-to-end (E2E) modeling for automatic speech recognition (ASR). While E2E models achieved state-of-the-art results in most benchmarks in terms of ASR accuracy, there are lots of…
Dataset Source Code
DeFacto: Natural Language Generation from Natural Interactions
DeFacto is a dataset containing human demonstrations and feedback for improving the factual consistency of text summarization.
Event
EMNLP 2022
Microsoft is proud to be a sponsor of the 2022 Conference on Empirical Methods in Natural Language Processing (opens in new tab). The booth schedule will be posted here when available. Hao Fang Hoifung Poon…
Publication