Amazon Technologies, Inc.

Anuj Chauhan

Bing Xiang

Stephen Michael Ash

Zhiguo Wang

Patrick Ng

Gregory David Adams

Sudipta Sengupta

Ramesh M Nallapati

Henghui Zhu

Jiarong Jiang

Rishav Chakravarti

Wuwei Lan

Sheng Zhang

Techniques for handling natural language query processing are described. In some examples, entities are recognized during an entity recognition phase and then relations between those entities are determined. Those relations are fed to an entity linker to help the linker link candidate to columns and/or a intent representation generator to help parse multiple values and column pairs of a natural language query.

Natural language query processing

Techniques for handling natural language query processing are described. In some examples, a sequence-to-sequence model is used to handle a natural language query. Post-processing of a result of the sequence-to-sequence model utilizes fine-grained information from an entity linker. In some examples, the sequence-to-sequence model and aspects of a natural language query pipeline are used to handle a natural language query.

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New York, NY, United States of America

Anuj Chauhan