Multilingual NLP Pipeline

Our multilingual NLP Pipeline is based on a flexible API which enables effective end-to-end processing of text in the following languages:

Arabic
Chinese
Dutch
English
French
German
Italian
Japanese
Korean
Polish
Portuguese
Russian
Spanish

Multilinguality is a key feature of our pipeline, with most modules available in 13 languages. Moreover, we feature:

parallelism of independent modules
modularization, with an effective pipeline customized to each specific need
large scale, making it possible to process millions of texts in seconds
availability both as an online service and as an offline software package

Try the online demo

Modules

Our multilingual Natural Language Processing pipeline includes modules which perform the following tasks, which can be accessed separately and are integrated into the pipeline:

Available online and offline

Language recognition
Tokenization
Morphological analysis
Part-of-speech tagging
Named Entity Recognition

Available offline

Term, concept and entity extraction
Domain labeling
Tag classification
Word Sense Disambiguation and Entity Linking
Semantic vector document creation
Semantic document similarity of sentences, paragraphs and documents
Sentiment analysis

Language detector

We also offer our language detection API as a standalone service. This API is perfect for those who need to detect the language of a given text but do not need the full suite of NLP tools that Babelscape offers. The API is easy to use and returns results in a JSON format.

60 languages available:

Arabic
Chinese
English
French
German
Italian
Spanish
Japanese
Korean
Portuguese
Show all languages Collapse

Afrikaans
Albanian
Basque
Bengali
Bulgarian
Catalan
Croatian
Czech
Danish
Estonian
Dutch
Finnish
Galician
Greek
Gujarati
Hebrew
Hindi
Hungarian
Indonesian
Irish
Kannada
Latvian
Lithuanian
Macedonian
Malay
Malayalam
Maltese
Marathi
Nepali
Norwegian (Bokmål)
Norwegian (Nynorsk)
Persian
Polish
Punjabi
Romanian
Russian
Simplified Chinese
Slovak
Slovenian
Somali
Swahili
Swedish
Tagalog
Tamil
Telugu
Thai
Turkish
Ukrainian
Urdu
Vietnamese

Try the online demo

Features

Babelscape’s NLP pipeline comes with several groundbreaking features. It is designed to work on a large scale in dozens of languages using the same interface for each language. Users can choose only the modules they need and can run dozens of tasks in parallel on the same CPU.
The pipeline also integrates our flagship products as modules: WordAtlas, Comprehendo and Extraggo, thanks to which a full-fledged analysis of text can be performed, ranging from tokenization to semantic analysis and text analytics.

multilinguality
large scale
parallel
modularity
flexible
high performance

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Home
Products
- WordAtlas
  
  WordAtlas is Babelscape’s multilingual knowledge graph which provides explicit meanings organized in a semantic network for all our Artificial Intelligence solutions.
  
  WordAtlas covers millions of concepts and named entities and is the next-generation knowledge graph based on the popular BabelNet®, winner of several international prizes.
  find out more
- Comprehendo
  
  Comprehendo is the core engine of Babelscape’s multilingual text understanding solutions.
  
  It performs large-scale, wide-coverage disambiguation and entity linking, by associating the most suitable meanings with words and phrases occurring within text in arbitrary languages.
  find out more
- Extraggo
  
  Extraggo performs text analytics by obtaining:
  
  the key concepts and entities involved in a text, also connected in a text-specific domain-oriented knowledge graph
  
  the domains involved in the text
  
  the sentiment of concepts, entities, words, paragraphs and whole texts
  
  Extraggo also calculates the semantic similarity of text (articles, posts, books) and aggregates information across and independently of their languages.
  find out more
- Semantic Paths
  
  Semantic Paths brings together the power of Babelscape's neuro-symbolic multilingual text processing which includes state-of-the-art Word Sense Disambiguation and Entity Linking, concept extraction and personalized knowledge graph creation to:
  
  create a customized intelligent search engine along several custom dimensions
  
  monitor the information within the knowledge graph and the underlying document base in order to see how it evolves over time
  
  discover connections and correlations between people, documents, articles, concepts, companies, entities and much more
  
  share the connections you discover!
  
  find out more
- myKnowledgeGraph
  
  Organize, structure and maintain the knowledge in your enterprise document and term bases. Key features include:
  
  create your enterprise knowledge graph
  
  from termbanks
  
  from document bases
  
  enable semantic search
  
  easily visualize and navigate your data
  
  find out more
- TraDeInterpret
  
  Our solution for the world of trademark denominations, TraDeInterpret performs intra-word morphological analysis of denominations, exploits Comprehendo to understand the semantics hidden in a trademark denomination and leverages WordAtlas to extract concepts across languages together with their definitions for later inspection by trademark experts.
  find out more
- NLP Pipeline
  
  Our Multilingual Natural Language pipeline is the core of our technology and enables large-scale processing of text in many languages. We are committed to high accuracy and speed in all tasks. Key features include:
  
  coverage of several languages
  
  independent modules run in parallel
  
  availability both as an online service and as an offline software
  
  find out more
- LexTag
  
  LexTag is a user-friendly annotation interface that allows the user to produce semantically annotated datasets.
  
  annotate your documents with meanings from any kind of dictionary
  
  add, delete and edit word senses in the dictionary
  
  monitor the annotation process using different views and tools
  
  manage your users and assign annotation tasks
  
  find out more
- Emotionary
  
  Emotionary is the revolutionary multilingual AI system that identifies language abuse, and detects and tags emotions behind texts! Emotionary helps you:
  
  analyze customer reviews, feedback, and survey responses
  
  track feelings in social media posts, comments, and conversations
  
  follow the evolution of your customer’s sentiment over time
  
  aggregate emotional information across languages
  
  find out more
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