Code for "Generating Disentangled Arguments with Prompts: a Simple Event Extraction Framework that Works"

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Text Data & NLP GDAP
Overview

GDAP

The code of paper "Code for "Generating Disentangled Arguments with Prompts: a Simple Event Extraction Framework that Works""

Event Datasets Preprocessing

We use code and environments [dygiepp] for data preprocessing. Thanks to them！

Quick Start

Data Format

  • text2et: event type detection
  • ettext2tri: trigger extraction
  • etrttext2role: argument extraction
data/text2target/dyiepp_ace1005_ettext2tri_subtype
├── event.schema
├── test.json
├── train.json
└── val.json

python -m data_convert.convert_text_to_target # data/raw_data -> data/text2target
python convert_dyiepp_to_sentence.py data/raw_data/dyiepp_ace2005 # doc -> sentence

please wait a minute

code main reference

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Comments
  • Event type extraction inference

    Event type extraction inference

    I have finished the training of Entity type extraction task, and I have a file with raw text and no event label, I wondered how to get the entity type inference?

    opened by AndDoIt 4
  • 关于约束解码的一个问题

    关于约束解码的一个问题

    作者您好，关于约束解码我有一个问题，请问constraint_decoder为什么只在下面代码条件下使用，希望作者能够解答我的疑问，谢谢！

    https://github.com/RingBDStack/GDAP/blob/f6acafafd473cd1ccb57d79aaf95be14de7646fd/seq2seq/constrained_seq2seq.py#L145-L152

    opened by hlee-top 2
  • Wrong arguments for the ET task.

    Wrong arguments for the ET task.

    https://github.com/RingBDStack/GDAP/blob/main/README.md#training The script to train the et model is wrong. The argument format should be et not tri. The tri would gave poor performance.

    opened by littlefive5 2
  • [Clean code] 缺少函数TreePredictParser, SpanPredictParser, RTRolePredictParser

    [Clean code] 缺少函数TreePredictParser, SpanPredictParser, RTRolePredictParser

    你好，我在运行run_tri_predict.bash的时候报错，检查之后发现evaluation.py这个文件的第9行 from extraction.predict_parser.target_predict_parser import TreePredictParser, SpanPredictParser, RTRolePredictParser, RolePredictParser, TriPredictParser 导入时提示缺少函数TreePredictParser, SpanPredictParser, RTRolePredictParser 1635586363(1) 我查找之后发现，在target_predict_parser.py这个文件中并没有这几个函数

    opened by waow123 2
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