Natural Language Processing Services
Humans developed languages, and so did they develop technology as well. Technology, especially in the modern context, in the form of artificial intelligence, robots, etc. learns from human beings, processes the information received, and generates the desired output. It is an ongoing process, though. The more humans educate technology, the more it learns, and the more it simplifies various functions.
Natural language processing, popularly known as NLP, is an example of technology learning from humans through a combination of technical elements including AI, computational linguistics, and computer science to understand and process languages used by human beings. It is a concept that helps the machine read the text through the simulation of the human ability of learning and understand languages. Natural Language Processing (NLP) is fast becoming an essential skill for modern-day organizations to gain a competitive edge.
The most common or you may say the simplest example of NLP is your computer correcting your spelling error, and replacing the incorrect one with the correct one. Besides, NLP proves useful for various other business functions including compliance monitoring, medical insights, Chatbots, intelligent search, threat detection, recruitment, sentiment analysis, document understanding, BI and analytics, and developing question answering systems. Filose, one of the leading natural language processing services providers, offers the most comprehensive NLP services. Scroll down to read more on NLPS with Filose.
Why Filose for Natural Language Processing Services
Language Quality Check
Filose understands quality parameters. we have experienced and professional language experts, our QC engineers are highly qualified and able to find out the smallest mistake.
Most of Filose’s linguistic resources are based in their home countries where they keep in touch with how languages are used. Our native translators and domain experts work to ensure the correct meaning is conveyed.
For a shorter turnaround time on larger volumes, it is possible to deploy multiple Language Testing translators and perform additional reviews to ensure a good quality deliverable. We offer quick, reliable and quality assured translation service.
Data privacy is one of the major benefits of outsourcing services to us. once the translation part is completed, the output is passed through several QC stages within the shortest possible time frame.
Filose Natural Language Processing Services
1. Processing Raw Language
Businesses receive raw data in various formats and through different sources. At Filose, under the NLPS umbrella, we use data cleansing and formatting services to ensure that the data is appropriately prepared to yield the highest quality results. Our raw language process is typically comprised of the following organized steps.
- Determining the document format, whether HTML, PDF, XML, etc.
- Extracting the required text content.
- Figuring out and removing the irrelevant or sections that aren’t required.
- Figuring out the differences and changes in the content.
- Extracting the coded metadata.
- Extracting tokens, executing normalization, and cleansing.
- Extracting phrases.
2. Developing a Question and Answer System
This system parses queries for natural language questions, and then through an integration with the back-end systems, facilitates direct answers, rather than generating a mere list of results comprised of the keywords. At Filose, we develop a question and answer system through the use of our NLP expertise, and through an advanced and scalable unit of NLP tools, capable of performing all the required functions for a comprehensive understanding of the query. We use a wide array of NLP tools including acronym normalization, statistical phase extraction, tokenization, lemmatization, question pattern recognition, sentence boundaries, statistical disambiguation, and many others based on the type of system to be developed, and the requirement of the client.
3. Developing a Powerful NLP Application
At Filose, our extensive experience and expertise in NLP help us develop NLP applications that include semantic search, machine learning, control spamming, machine learning, speech recognition, information extraction, summarization, and emotional meaning. So, with us, you will have a comprehensive, fully-loaded NLP application!
4. Integration of NLP Nuances
NLP isn’t an obvious process. It involves a lot of nuances, integrating which isn’t possible without an efficient NLP system. At Filose, however, we help you integrate various nuances of NLP such as vocabulary transfer, the tense of the verbs, vocabulary expansion, predefined synonyms, contractions, capitalization, digit versus numeric words, and message personalization. Integrating these NLP nuances certainly adds to the quality, completeness, competence, and effectiveness of the NLP process.
5. Unstructured Data Acquisition
Businesses generate and receive millions of bytes of unstructured data on a daily basis. This data, gathered through various sources, could prove useful for analytical and search purposes. At Filose, we help companies acquire unstructured content through various sources. Our NLP experts at Filose help identify and extract data through the use of downloadable data available through a lot of free and paid internet sources.
6. Text Extraction, Text Mining, and Query Understanding
Often, content written in natural language isn’t conveniently or appropriately tagged. Extracting the required information out of such content could be a genuine challenge. At Filose, we employ the right techniques to help you take out the required information from such a type of content. Full-text extraction involves content categorization, entity extraction, fact extraction, content clustering, and relationship extraction.
Our other Language Services
Why Choose Filose for Natural Language Processing Services?
Struggling with NLP isn’t the way out or the solution. Hiring a trustworthy partner like Filose is what you need when it comes to NLP. Here are some reasons why you must choose Filose for natural language processing services.
- You will be working with an established linguistic services provider working with several reputed enterprises in the business world.
- Years of evolved experience and expertise in handling NLP projects across multiple business domains.
- A team of highly experienced comprehensive NLP experts.
- Application of the latest NLP technologies, tools, and techniques to ensure the best results.
- A broad array of NLPS.
- NLP technologies are constantly updated to match the dynamic requirements of the business world and to deliver the highest results.