Design knowledge representations (Lexicon, Ontology, Logical Form, Knowledge Graph, and Common Sense Knowledge Rules).
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).
Develop Knowledge Graph based Inference Engines for Question Answering, Free Chatting, and Persona Assistant.
Develop automatic Domain Language Model and Ontology Generation tools.
Develop automatic Knowledge Acquisition tools including Common Sense Crowd Sourcing tools.
條件要求
Proven experience as an NLP pipeline development Engineer or similar role.
Understanding of NLP techniques for text and knowledge representation, syntactic and semantic parsing techniques, data structures and modeling.
Ability to effectively design software architecture.
Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms.
Knowledge of Python or Java.
Ability to write robust and testable code.
Experience with machine learning frameworks and libraries.
Strong communication skills.
An analytical mind with problem-solving abilities.
Degree in Computer Science, Mathematics, Computational Linguistics or similar field.
