Salesforce Research

Introducing a Conditional Transformer Language Model for Controllable Generation

Large-scale language models show promising text generation capabilities, but users cannot control their generated content, style or train them for multiple supervised language generation tasks.

Leveraging Language Models for Commonsense Reasoning in Neural Networks

Commonsense reasoning that draws upon world knowledge derived from spatial and temporal relations, laws of physics, causes and effects, and social conventions is a feature of human intelligence.

The Natural Language Decathlon

Deep learning has significantly improved state-of-the-art performance for natural language processing tasks like machine translation, summarization, question answering, and text classification.