https://github.com/yym6472/ms_pointer_network

Re-implementation of multi-source pointer network.
https://github.com/yym6472/ms_pointer_network

Last synced: 3 months ago
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Re-implementation of multi-source pointer network.

• Host: GitHub
• URL: https://github.com/yym6472/ms_pointer_network
• Owner: yym6472
• Created: 2020-03-13T13:01:18.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-03-25T06:59:51.000Z (over 4 years ago)
• Last Synced: 2024-06-14T01:47:03.849Z (5 months ago)
• Language: Python
• Homepage:
• Size: 12.7 KB
• Stars: 28
• Watchers: 3
• Forks: 22
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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README

        
# ms_pointer_network

Re-implementation of multi-source pointer network (from the paper [Multi-Source Pointer Network for Product Title Summarization](https://arxiv.org/pdf/1808.06885.pdf)).

## Requirements

- python - 3.7

- pytorch - 1.4.0

- allennlp - 0.9.0

## How to run

### Train model

  ```

  python3 train.py --config_path ./configs/ms_pointer.json --output_dir ./outputs/ms_pointer

  ```

### Test model

  ```

  python3 test.py --output_dir ./outputs/ms_pointer

  ```

## 数据格式

- tsv文件，第一列为source1的tokens，第二列为source2的tokens，第三列为target的tokens

- 每一列的tokens均使用空格分隔

- target中的词必须在两个source中出现至少一次

## TODO

- 目前的实现共用一个词表，是否需要扩展到独立的词表，以解决oov的复制问题？