Lemmatization API

Lemmatization API

Our Lemmatization API allows users to identify the lemma, or base form, of a given word. This is useful for various natural languages processing tasks, such as text classification and information retrieval. The API supports multiple languages and returns the lemma in a standardized format, making it easy to integrate into your project.

API description

About the API:

 

Our Lemmatisation API is a powerful tool for anyone working with natural language processing tasks. It allows users to identify the lemma, or base form, of a given word, which can be useful for tasks such as text classification and information retrieval.

The API supports multiple languages, making it a versatile resource for a wide range of projects. It returns the lemma in a standardized format, making it easy to integrate into your own project.

Lemmatisation is a crucial step in many NLP pipelines, as it allows you to identify the core meaning of a word and disregard inflections. For example, the lemma of "jumps," "jumping," and "jumped" is "jump." By identifying the lemma of a word, you can more accurately analyze and understand the text you are working with.

Overall, our Lemmatisation API is a valuable resource for anyone working on natural language processing projects. Whether you are a researcher, developer, or data scientist, this API can save you time and effort in your work.

 

 

What this API receives and what your API provides (input/output)?

Pass the sentence or text that you want to analyze. Receive all the root words found 

 

What are the most common uses cases of this API?

  1. Text classification: Lemmatisation can be useful for text classification tasks, as it allows you to identify the core meaning of a word and disregard inflections. This can improve the accuracy of your classifier.

  2. Information retrieval: In information retrieval systems, lemmatization can help improve search results by returning relevant documents even if the search query uses a different inflection of a word.

  3. Sentiment analysis: Lemmatisation can be helpful for sentiment analysis tasks, as it allows you to identify the sentiment expressed by a word regardless of its inflection.

  4. Language translation: In machine translation systems, lemmatization can help improve the accuracy of translations by identifying the core meaning of words and disregarding inflections.

  5. Text summarization: Lemmatisation can be useful for text summarization tasks, as it allows you to identify the most important words in a document and summarize the text based on those key terms.

 

Are there any limitations to your plans?

Besides API call limitations per month, there are no other limitations. 

API Documentation

Endpoints


Pass sentence to this endpoint and receive all the lemmatized words recognized. 

Return the root of a word or the roots of a string of words.

 



                                                                            
POST https://zylalabs.com/api/905/lemmatization+api/718/lemmatizer
                                                                            
                                                                        

Lemmatizer - Endpoint Features
Object Description
text [Required] Enter some text to extract roots (maximum 200 words or 3,000 characters)
Test Endpoint

API EXAMPLE RESPONSE

       
                                                                                                        
                                                                                                                                                                                                                            {"result_code":"415","result_msg":"Does not look like a valid request"}
                                                                                                                                                                                                                    
                                                                                                    

Lemmatizer - CODE SNIPPETS


curl --location --request POST 'https://zylalabs.com/api/905/lemmatization+api/718/lemmatizer?text=The frogs hopped from rock to rock.' --header 'Authorization: Bearer YOUR_API_KEY' 

    

API Access Key & Authentication

After signing up, every developer is assigned a personal API access key, a unique combination of letters and digits provided to access to our API endpoint. To authenticate with the Lemmatization API REST API, simply include your bearer token in the Authorization header.

Headers

Header Description
Authorization [Required] Should be Bearer access_key. See "Your API Access Key" above when you are subscribed.


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