AI depth key phrase generation

Paper: http://memray.me/uploads/acl17-keyphrase-generation.pdf

Translation: The depth key phrase generation

Summary

Keywords provide highly summarized information can be used to effectively understand, organize and extract the text content. Although previous work provides many possible solutions to automatically extract key phrases

Introduction

method

This section describes the depth of detail key phrase generation method. First, define the mission; then, an overview of how we use RNN encoder - decoder model; followed by the details of the framework and copying mechanisms.

1. Problem Definition:

Data set comprising N samples, the i-th sample (X ⁽ⁱ⁾ , P ⁽ⁱ⁾ ), X ⁽ⁱ⁾ represents the source text, P ⁽ⁱ⁾ comprises M _i target key phrases, P ⁽ⁱ⁾ = (P ^{(I,. 1)} , P ^{(I, 2)} , ..., P ^{(I, M _I )} ).