This inventor holds 1 USPTO granted patent. Top assignee: Ally Financial Inc.. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2026
Title: Zhuo Cheng and Intent Discovery Using Natural Language Inference.
Introduction
Zhuo Cheng is an inventor associated with Charlotte, North Carolina, and Ally Financial Inc. Cheng’s patent work addresses ways to identify user intents from conversational data using natural language inference.
Latest Patents
Cheng is associated with 1 patent, titled “Intent Discovery Using Natural Language Inference.” The invention describes a computing system that uses a neuro-symbolic method to generate possible intents from conversation datasets. It identifies hypotheses using domain-specific information, then applies a natural language inference engine to estimate whether each hypothesis is supported by its corresponding conversation data. Hypotheses whose probabilities meet a specified threshold are added to the generated set of intents.
Career Highlights
The patent reflects work on combining domain-specific knowledge with natural language inference to support intent discovery. The described approach could help an organization interpret conversational data and identify likely user intents.
Collaborations
Cheng’s listed coworkers include Samira Shaikh and Daniel Stephen Lieb. The available information does not specify their roles in the patent or the nature of their collaboration.
Conclusion
Zhuo Cheng’s patent focuses on using natural language inference and domain-specific information to derive intents from conversation data.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile