Pervasive Artificial Intelligence Research (PAIR) Labs

Natural Language Application

Pervasive Artificial Intelligence Research (PAIR) Labs

Natural Language Application

Academia Sinica – Professor Wen-Lian Hsu

Research :

Intelligent Conversational Robot for learning assistance with natural language understanding

Core Technologies

Developed components including the “Facebook of Words” knowledge base, sentence reduction method, statistical principle-based approach (SPBA), and natural language scripting engine. We can simultaneously handle word segmentation, parsing, named entity recognition, dialogue generation and other important natural language processing tasks. It has been successfully used in dialogue agents for primary school math problem solving and financial information or other professional domains. The effectiveness of our systems are verified by users from industry, academia, and the general public to be outstanding.

Applications

1. Dialogue agents
2. Knowledge management
3. Information retrieval

Technology Transfer

1. Dialogue building framework
2. Biological Literature Mining

Technologies with Potential for Technology Transfer or Industry-Academia Collaboration

1. Primary School Mathematical Word Problem Solving
2. Intelligent Chinese writing assistant

Proposal for Industry-Academia Collaboration

1. Chatbot app
2. Chinese speech recognition and understanding
3. Intelligent Chinese writing assistant
4. Biological Literature Mining