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f29d7064
编写于
2月 13, 2020
作者:
K
kgresearch
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@@ -19,10 +19,12 @@ Below is a visual illustration of our tagging strategy:
...
@@ -19,10 +19,12 @@ Below is a visual illustration of our tagging strategy:
<div
align=
"center"
>
<div
align=
"center"
>
<img
src=
"./tagging_strategy.png"
width =
"550"
height =
"420"
alt=
"Tagging Strategy"
align=
center
/>
<img
src=
"./tagging_strategy.png"
width =
"550"
height =
"420"
alt=
"Tagging Strategy"
align=
center
/>
</div>
</div>
For
**complex relations**
in the DuIE 2.0 task, we simply treat affiliated objects as independent instances (SPOs) which share the same subject.
For
**complex relations**
in the DuIE 2.0 task, we simply treat affiliated objects as independent instances (SPOs) which share the same subject.
Anything else besides the tagging strategy is implemented in the most straightforward way. The model input is:
Anything else besides the tagging strategy is implemented in the most straightforward way. The model input is:
\<
CLS
\>
*input text*
\<
SEP
\
>
, and the final hidden states are directly projected into classification probabilities.
<CLS>
*input text*
<SEP
>
, and the final hidden states are directly projected into classification probabilities.
- - -
- - -
### Environments
### Environments
Python3 + Paddle Fluid 1.5 for training/evaluation/prediction (please confirm your Python path in scripts).
Python3 + Paddle Fluid 1.5 for training/evaluation/prediction (please confirm your Python path in scripts).
Python2 for official evaluation script.
Python2 for official evaluation script.
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