Salesforce Research

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Talk to Your Data: One Model, Any Relational Database

Victoria Lin · 25 AUG 2020

We introduce Photon, a live demo of natural language interface to databases based on our latest research in neural semantic parsing. đź”— https://naturalsql.com/

Announcing the Annual Salesforce AI Research Grant

Audrey Cook · 10 AUG 2020

Our Salesforce Research team is inviting submissions from university faculty, non-profit organizations, and NGOs to apply for our Salesforce AI Research Grant.

The AI Economist: Join the Moonshot

Stephan Zheng · 06 AUG 2020

We are launching an open source collaborative project to build an AI Economist that can be used to guide policy making in the real world. We invite you to join us in our mission to help improve the world with AI and economics.

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We annually publish and present our findings at top NLP and computer vision conferences.

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Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking
Jian-Guo Zhang, Kazuma Hashimoto, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong · SEM
Improving Limited Labeled Dialogue State Tracking with Self-Supervision
Chien-Sheng Wu, Steven Hoi, Caiming Xiong · EMNLP
Probing Task-Oriented Dialogue Representation from Language Models
Chien-Sheng Wu, Caiming Xiong · EMNLP

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