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
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.
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.
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.
Language translation: In machine translation systems, lemmatization can help improve the accuracy of translations by identifying the core meaning of words and disregarding inflections.
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.
Besides API call limitations per month, there are no other limitations.
{"lemma":{"hypothesis":1},"version":"7.5.7","author":"twinword inc.","email":"[email protected]","result_code":"200","result_msg":"Success"}
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'
| Header | Description |
|---|---|
Authorization
|
[Required] Should be Bearer access_key. See "Your API Access Key" above when you are subscribed. |
No long-term commitment. Upgrade, downgrade, or cancel anytime. Free Trial includes up to 50 requests.
The Lemmatization API returns the base forms (lemmas) of words found in the input text. The response includes a structured JSON object containing the lemmatized words, along with metadata such as version and result status.
The key fields in the response include "lemma" (which contains the lemmatized words), "version" (API version), "result_code" (status of the request), and "result_msg" (message indicating success or failure).
The response data is organized in a JSON format. The main structure includes a "lemma" object with the lemmatized words, and additional fields for version, result code, and message, allowing for easy parsing and integration.
The primary parameter for the POST Lemmatizer endpoint is the input text (sentence or string of words) that you want to analyze. Users can customize their requests by providing different sentences for lemmatization.
The endpoint provides information on the base forms of words in the input text. It identifies and returns all root words, which can be used for various NLP tasks like text classification and sentiment analysis.
Users can utilize the returned data by extracting the lemmatized words from the "lemma" field. This can enhance text analysis, improve search relevance, and support various NLP applications by focusing on core meanings.
Data accuracy is maintained through the use of advanced linguistic algorithms and extensive language databases. Regular updates and quality checks ensure that the lemmatization process remains reliable across supported languages.
Typical use cases include text classification, information retrieval, sentiment analysis, language translation, and text summarization. By using lemmatized words, users can improve the accuracy and relevance of their NLP tasks.
To obtain your API key, first sign in to your account and navigate to the API you want to use. From the API's Pricing section, choose a plan and complete the subscription process. Once subscribed, return to the API page and you will see your API Access Key displayed at the top of the documentation page. You can use this key to authenticate your requests.
You can’t switch APIs during the free trial. If you subscribe to a different API, your trial will end and the new subscription will start as a paid plan.
The free trial lasts for 7 days and allows you to make up to 50 API requests.
No, the free trial is available only once, so we recommend using it on the API that interests you the most. Most of our APIs offer a free trial, but some may not include this option.
Yes. If the API offers a free trial, you will see a "Free 7-Day Trial" option in its Pricing section. The trial lasts for 7 days and allows up to 50 API requests, enabling you to evaluate the API before subscribing to a paid plan.
Zyla API Hub is like a big store for APIs, where you can find thousands of them all in one place. We also offer dedicated support and real-time monitoring of all APIs. Once you sign up, you can pick and choose which APIs you want to use. Just remember, each API needs its own subscription. But if you subscribe to multiple ones, you'll use the same key for all of them, making things easier for you.
You can monitor your API usage through the response headers included with every request:
x-zyla-api-calls-monthly-used: Shows the total number of API requests you have used during the current billing period.
x-zyla-api-calls-monthly-remaining: Shows the number of API requests you have remaining for the current billing period.
Yes, you can cancel your subscription at any time. Simply go to the Pricing section of the API you're subscribed to and click the "Unsubscribe" button.
Please note that upgrades, downgrades, and cancellations take effect immediately. Once your subscription is canceled, access to the service will end immediately, regardless of any remaining API calls in your quota.
Please have a look at our Refund Policy: https://zylalabs.com/terms#refund
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