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Add PTransE code.
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lyk423 authored and lyk423 committed Aug 6, 2015
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2 changes: 1 addition & 1 deletion PTransE/README.md
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===== DATA =====

I provide FB15k datasets used for the task Knowledge Base Completion with the input format of my code in data/.
I provide FB15k datasets used for the task Knowledge Base Completion with the input format in [[Download]](http://pan.baidu.com/s/1qWwuP1U)

Dataset contains six files:

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8 changes: 8 additions & 0 deletions README.md
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New: Add PTransE (EMNLP 2015) code!



==RESULT==

We list the result of the code in date set FB15k and WN18.
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| TransR(n=50) | 198| 77 | 48.2 | 68.7 |
| TransE(Our, n=50) | 210| 82 | 41.9| 61.3 |
| TransE(Our, n=100) | 205 | 63 | 47.9 | 70.2 |
|PTransE (ADD, 2-step) | 200 | 54 | 51.8 | 83.4|
|PTransE (MUL, 2-step) | 216 | 67 | 47.4 | 77.7 |
|PTransE (RNN, 2-step) | 242 | 92 | 50.6 | 82.2 |
|PTransE (ADD, 3-step) |207 | 58 | 51.4 | 84.6 |

WN18

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