Semantic Paths: multilingual semantic search engine and information monitor

Semantic Paths

— An intelligent, multilingual semantic search engine and information monitor

Semantic Paths: search, correlate and monitor knowledge, people and entities

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 (e.g., for a research body of work, scientific papers, researchers, institutions, concepts, macroareas; for a company's document base, documents, companies and people involved, concepts, etc.)
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!

Semantic Paths is fully personalizable with your dimensions and categories of interest to highlight in the search results, seamlessly scales to multiple languages and needs only a document base as a starting point!

How does it work?

Once it is up and running, you just:

type someone's name, any term matching a concept or area in the multilingual knowledge graph, a company name etc.
check and monitor the resulting information connections across dimensions
further refine the search
share the results of your search

Use case: Scientific Research

A real-world application of SemanticPaths is when you want to search for scientific articles, experts, research bodies and concepts within one or more scientific areas. We therefore launched our semantic search service for two top-tier Natural Language Processing conferences:

ACL-IJCNLP 2021 EMNLP 2021

Starting from an article or a certain topic, you can see who is most relevant and which institutions are most active in that area. Vice versa, you can see which articles are a must-read and which authors are most active in a given area or topic of interest.

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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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