Watson NLU Order Of entities 返回

Question

我正在使用 watson NLU 和自定义模型从简历中提取教育实体。

到目前为止，它工作正常，但如果提到了不止一种教育，它不会按顺序 return 结果。

例如，如果一份简历包含高中和大学，则 return数据的顺序错误，如下所示：

 {
    "type": "GraduationYear",
    "text": "2007",
    "disambiguation": {
        "subtype": [
        "Date"
        ]
    },
    "count": 1
},
{
    "type": "Institution",
    "text": "Rahman Colledge",
    "disambiguation": {
        "subtype": [
        "CollegeUniversity"
        ]
    },
    "count": 1
},
{
    "type": "GraduationYear",
    "text": "2017",
    "disambiguation": {
        "subtype": [
        "Date"
        ]
    },
    "count": 1
},

{
    "type": "Institution",
    "text": "MIS Highschool",
    "disambiguation": {
        "subtype": [
        "School"
        ]
    },
    "count": 1
},
{
    "type": "EducationLevel",
    "text": "Diploma",
    "disambiguation": {
        "subtype": [
        "Degree"
        ]
    },
    "count": 1
},
{
    "type": "EducationLevel",
    "text": "High School Certfication",
    "disambiguation": {
        "subtype": [
        "Degree"
        ]
    },
    "count": 1
}

如何订购从模型本身找到的结果？

Answer 1

在 NLU API 中有一个新的 mentions 参数 returns 当设置为 [=13= 时文本中实体的位置]真。然后您可以使用每个实体的起始索引来对它们进行排序。 See the NLU API reference。