deep-keyphrase

Implement some keyphrase generation algorithm

Description

Implemented Paper

CopyRNN

Deep Keyphrase Generation (Meng et al., 2017)

CopyCNN

CopyTransformer

Usage

required files (4 files in total)

1. vocab_file: word line by line (don't with index!!!!)
2. training, valid and test file

data format for training, valid and test

json line format, every line is a dict

Notes

1. compared with the original seq2seq-keyphrase-pytorch

   1. fix the implementation error:

      1. copy mechanism
      2. train and inference are not correspond (training doesn't have input feeding and inference has input feeding)

   2. easy data preparing
   3. tensorboard support