1. Design Chinese/English Syntactic & Semantic Grammar.
2. Design knowledge representations (Lexicon, Ontology, Logical Form, Knowledge Graph, and Common Sense Knowledge Rules).
3. Develop rule-based or machine-learning-based NLP pipeline tools (Segmentation, NER, Syntactic & Semantic Parsers, Co-reference Resolution, Discourse Analysis, and Logical Form to Knowledge-Graph Conversion).
4. Develop Knowledge Graph based Inference Engines for Question Answering, Free Chatting, and Persona Assistant.
5. Develop automatic Domain Language Model and Ontology Generation tools.
6. Develop automatic Knowledge Acquisition tools including Common Sense Crowd Sourcing tools.
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