Research
Advancing how machines understand and generate human language across speech, text, and translation.
Advances in hybrid intelligence, deep learning, and related artificial intelligence techniques have provided us with a remarkable opportunity to ensure the future of work will be even more inclusive to more people than ever before.…
Communication is the foundation on which our efforts toward accomplishing goals and tasks are built. We articulate needs and results and tell and react to stories about what we do and how we do it.…
Multi-task learning toolkit for natural language understanding, including knowledge distillation.
Creating appropriate representation of data is the key for many recent breakthroughs in both language and vision. In natural language, from the structured representations like parse trees to BERT and Transformers pretrained on large scale…
The bistring library provides non-destructive versions of common string processing operations like normalization, case folding, and find/replace. Each bistring remembers the original string, and how its substrings map to substrings of the modified version.
Scripts to generate the knowledge-grounded conversation dataset. First used for DSTC7-Task2 challenge.
Christopher Manning is a Professor of Computer Science and Linguistics at Stanford University. His Ph.D. is from Stanford in 1995, and he held faculty positions at Carnegie Mellon University and the University of Sydney before…
