Named Entity Recognition (Multilingual Premium Edition)

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Named Entity Recognition (Premium Edition - Multilingual)

Usage notes

  • This service is a feature of the Premium Edition. To call this service for free, activate the Premium Edition. You can confirm your activation status here: Confirm activation

  • Supported languages: English, Vietnamese, Indonesian, Thai, and Malay

  • Supported realm: E-commerce

  • Feature description: For the E-commerce realm, this service detects brands, products, and models. It also detects general entities such as names of people, locations, organizations, and dates.

  • Customization not supported: This service does not support customization methods such as custom dictionaries or regular expressions.

Request parameters

Name

Type

Required

Example value:

Description

Action

String

Yes

GetNerCustomizedSeaEcom

A required parameter. The value is GetNerCustomizedSeaEcom.

ServiceCode

String

Yes

alinlp

A static field. The value must be alinlp.

Language

String

Yes

en

Language code. Valid values: vi (Vietnamese), id (Indonesian), th (Thai), ms (Malay), and en (English).

Text

String

Yes

Text

The sentence to process. The maximum length is 500 characters.

Response data

Name

Type

Sample value

Description

RequestId

String

FA53D08F-37D1-4D81-BEE7-41F24E825F60

The unique ID of the request. Use this ID to troubleshoot issues.

Data

String

{
  "success": true,
  "tracerId": "2019a1bb-96ab-43cb-94ba-4face5aba579",
  "result": {
    "output": [
      {
        "sentence": "Kính Mat Ray-Ban 0RB3129 W0226 Màu Xanh Riêu Gong Vang RBS07622",
        "sentence_seg": [
          "Kính",
          "Mat",
          "Ray",
          "-",
          "Ban",
          "0RB3129",
          "W0226",
          "Màu",
          "Xanh",
          "Riêu",
          "Gong",
          "Vang",
          "RBS07622"
        ],
        "tags": [
          {
            "class": "brand",
            "end": 17,
            "span": "Ray-Ban",
            "start": 10
          },
          {
            "class": "color",
            "end": 46,
            "span": "Xanh Riêu",
            "start": 37
          }
        ]
      }
    ]
  }
}
  • output: The specific output result.

  • sentence: The original input sentence.

  • sentence_seg: The result after syllable segmentation.

  • tags: A list where each element is a dictionary that corresponds to a named entity.

  • class: The named entity type.

  • start: The starting character position of the named entity.

  • end: The ending character position of the named entity.

  • span: The named entity string.

API access

  1. For code-based access, see Quick Start.

  2. For a quick online trial, see Online trial.

Supported E-commerce entity types

  • Category

    • Example: "dress" in "slim-fit dress"

  • Category modifier

    • Example: "car" in "car floor mat"

  • Brand

    • Example: "Xiaomi" in "Xiaomi phone"

  • Material

  • Style

  • Design element

  • Color

  • Function or effect

  • Size or specification

  • Quality or condition

  • Scenario

  • Audience

  • Set or bundle

  • Time or season

  • Model

  • New product

  • Series

  • Marketing Service

  • Location or region

  • Person name

  • Movie or TV show title

  • Organization

  • Game title

  • Number

  • Unit

  • Common word

  • New word

  • Modifier

  • Proper noun

  • Symbol

  • Prefix

  • Suffix

  • Gift

  • Negation

  • Proxy

  • Entertainment (books, articles, or songs)

Error codes

If an error occurs during a call, see the following table for information about the cause and solution.

HttpCode

Error code

Error message

Description

400

UserStatusInvalid

The user status is invalid.

The user status is invalid. Check if your account has an overdue payment or an unpaid bill.

400

BasicServiceNotActivated

The NLP API (Version : base) service has not been activated. Please click the url to confirm the activation status: https://common-buy.aliyun.com/?commodityCode=nlp_alinlpBasePost_public_cn#/buy

The NLP API (Basic Edition) service is not activated. Click the link to confirm the activation status: https://common-buy.aliyun.com/?commodityCode=nlp_alinlpBasePost_public_cn#/buy

400

AdvancedServiceNotActivated

The NLP API (Version : advanced) service has not been activated. Please click the url to confirm the activation status: https://common-buy.aliyun.com/?commodityCode=nlp_alinlpAdvancedPost_public_cn#/buy

The NLP API (Premium Edition) service is not activated. Click the link to confirm the activation status: https://common-buy.aliyun.com/?commodityCode=nlp_alinlpAdvancedPost_public_cn#/buy

400

IndustryServiceNotActivated

The NLP API (Version : industry) service has not been activated. Please click the url to confirm the activation status:https://common-buy.aliyun.com/?commodityCode=nlp_alinlpIndustryPost_public_cn#/buy

The NLP API (Industry Application Edition) service is not activated. Click the link to confirm the activation status: https://common-buy.aliyun.com/?commodityCode=nlp_alinlpIndustryPost_public_cn#/buy

401

InvalidParameter

The parameter is invalid.

The parameter is invalid. Check the request parameters.

403

Forbidden.NoAuth

You are not authorized to operate on the specified resource. Please click the URL for help information:https://help.aliyun.com/document_detail/177209.html

Your account does not have the permission to operate on the specified resource. Click the URL for help information: https://help.aliyun.com/document_detail/177209.html

405

TextLimitExceeded

The maximum length of the text is exceeded.

The text length exceeds the limit.

406

TextCodingError

An encoding error occurred to the input text.

An encoding error occurred in the input text.

410

FrameworkError

Framework internal server error.

Framework error.

411

FrameworkApiError

Framework API error.

Framework API error.

412

FrameworkFormatError

Framework request format error.

Framework request format error.

413

FrameworkReturnError

Framework return type format error.

Framework response format error.

429

Throttling.User

Flow control has been triggered.

The maximum number of queries per second (QPS) is exceeded. Click the URL for help information: https://help.aliyun.com/document_detail/69780.html#p-wq5-zb9-5wu

500

InternalError

A server error occurred while processing your request. Please try again later or contact customer support.

A server error occurred while processing your request. Try again later or contact customer support.