Logos

Natural language processing and generation modules

Algorithms for your texts

Logos is ELIF LAB’s suite of algorithms for natural language processing and generation.

Automatic extraction of keywords and concepts for text tagging

We automatically extract keywords (and their category) and concepts to tag texts. This makes it possible to:

Be able to find texts of interest more easily (information feeds internal search engines)

Have a reading aid

Summarize texts

Identify keywords and semantic concepts representing topics of interest

Feed knowledge graphs

Identification of semantic clusters

We classify according to categories defined with the client and cluster - according to emerging themes - texts of different types. This makes it possible to:

Analyse formal and informal collaborations

Understand who is/was in charge of what

Identify internal or external stakeholders on issues of interest

Analyse the organisation's positioning in a broader context (e.g. research)

Analysis of collaboration networks

Based on the data and metadata of the texts, our algorithms identify networks of collaborations. This makes it possible to:

Have an overview of even very large corpora of texts

Identify texts with similar themes

Identify the weight of individual themes on the whole corpus of texts

Identify keywords and semantic concepts representing topics of interest

Feeding dashboards/overviews and personal profiles

Based on the data and metadata of the texts, we build and feed personal dashboards and profles to:

Return information on their activities to the users

Understand the positioning of internal actors on issues of interest

Have a global overview of documents and be able to quickly filter them according to dimensions of interest

Analyse the temporal evolution of the presence of certain topics of interest

Building and improving internal search engines

The information extracted by the algorithms is integrated within search engines, enabling them to:

Sort search results in a more user interest-oriented manner

Propose search suggestions or extend results

Tools to help with text input and new document generation

Tools for guided entry of information and automatic text generation according to predefined rules, for:

Checking the quality of texts

Homologating names and spelling

Detecting plagiarism

Automatically generating new texts

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