Functions

  • Chinese Word Segmentation

    Segments Chinese texts into individual words.
    Segments Chinese texts into individual words.
  • Word Vector

    Vectorizes each word in the text corpus.
    Vectorizes each word in the text corpus.
  • Named Entity Recognition

    Extracts the entities in the text, such as names, institutions, locations, and much more.
    Extracts the entities in the text, such as names, institutions, locations, and much more.
  • Short Text Similarity

    Measures the semantic similarity between short texts and outputs similarity values.
    Measures the semantic similarity between short texts and outputs similarity ratios.
  • Keyword Extraction

    Extracts words or phrases that represent the semantics of the text.
    Extracts words or phrases that represent the semantics of the text.
  • Dependency Parsing Analysis

    Identifies the components in a sentence and relationships between the components, such as the subject, predicate, object, complement, and much more.
    Identifies the components in a sentence and relationships between the components, such as the subject, predicate, object, complement, and much more.

Application Scenarios

  • Intelligent Q&A System

  • Public Opinion Analysis

  • Content Recommendation

Intelligent Q&A System

Intelligent Q&A System

Techniques such as Chinese word segmentation, short text similarity, named entity recognition are used to compute the similarity of a pair of questions, which can solve problems such as Q&A, dialog, corpus mining, knowledge base construction, etc.

Advantages

Accurate Semantic Matching

Delivers a high hit ratio using multiple algorithms related to document similarity, word vector, and syntactic parsing to extract key information.

Powerful Data Mining

Adopts keyword extraction and more to facilitate construction of your knowledge base and knowledge graph and accelerates iterations of your Q&A system.

More Natural Human–Computer Interaction

Enables your computer to reply to your questions sounding more like a human being.

Public Opinion Analysis

Public Opinion Analysis

Gives you an all-around understanding of public opinions in time based on multi-dimensional analysis on sentiment, most viewed events, trends, and propagation paths.

Advantages

Accurate Data Mining

Offers various information extraction algorithms like keyword extraction to accurately discover hot events from massive volumes of data.

Intelligent Analysis

Offers text clustering, topic extracting, sentiment analysis and more to analyze event topics and public opinions.

Decision-making Support

Offers various prediction algorithms like text classification to understand the public sentiment comprehensively and support decision-making.

Content Recommendation

Content Recommendation

With keyword extracting and short text similarity and more, you can extract key semantic information and accurately match contents with similar semantics.

Advantages

Comprehensive Algorithms

Offers a variety of similarity computing algorithms.

Exact Match

Recommends content to you by using feature optimization algorithms.

Stability & Reliability

Delivers comprehensive text processing and can work with various data formats customized for different business domains.

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