AI and Text Mining (TDM) 

AI and Text Mining (TDM) 

Updated July 25, 2026

AI systems:

Some platforms included in the university libraries’ subscriptions offer generative artificial intelligence tools that make it easier to explore and
read scientific literature:

  • Chatbots / conversational assistants;
  • Natural-language queries with results based on references from the database itself;
  • Detailed summary and in-depth analysis of the literature.

AI Applications in the Social Sciences, Humanities, Law, and Economics and Management:

Last NameDescription
Academic Search PremierEbsco– Currently available to users at

“Natural Language Search (NLS) converts the user’s keyword query into hierarchical, semantically related search operators. The goal is to simplify database searches. This AI tool is not a chatbot and does not analyze scientific literature or research results.”
Dalloz Digital LibraryLefebvre-Dalloz – Paid option not available to users

“GenIA-L is a conversational AI assistant specializing in law, which can be queried via a prompt. This AI system generates responses to legal questions by drawing exclusively on the Lefebvre-Dalloz legal databases. GenIA-L provides legal summaries and case analyses.”
Business Source CompleteEbsco – Currently available to users

’s “Natural Language Search” (NLS) enriches the user’s query with semantically related keywords, organized hierarchically using search operators. The goal is to simplify database searches. This AI feature is not a chatbot and does not analyze scientific literature or research results.”
CairnCairn – Currently available to users with a personal account at

“SophIA is a search engine that can be queried using natural language. When asked about a topic, this AI system provides a short introduction followed by a list of articles and books that answer the user’s query, each summarized in a single paragraph.”
CobazAFNOR – Paid option not available to users

“Compagnon IA Premium is a search engine that can be queried using natural language. When asked about a topic, this AI tool identifies relevant standards and provides a context-specific response.”
ELnetLefebvre-Dalloz – Paid option not available to users

“GenIA-L is a conversational AI assistant specializing in law that can be queried via a prompt. This AI system generates responses to legal questions by drawing exclusively on the Lefebvre-Dalloz legal databases. GenIA-L provides legal summaries and case analyses.”
Kluwer ArbitrationWolters Kluwer – Paid feature not available to users

“Expert AI is a conversational assistant specializing in international arbitration that can be queried via a prompt. This AI tool generates a response to a question about international arbitration by referencing the Kluwer Arbitration database. Expert AI provides summaries and helps identify recognized arbitrators.”
LamylineLamy – Paid option not available to users

“LamyLia is a conversational AI assistant specializing in law that can be queried via a prompt. This AI tool generates responses to legal questions by referencing the Lamyline legal database. LamyLia provides legal summaries and case analysis. This tool is primarily intended for lawyers and businesses.”
Lexis360LexisNexis – Paid feature not available to users

“Lexis+ is a conversational AI assistant specializing in law that can be queried via a prompt. This AI tool generates responses to legal questions by drawing exclusively on the Lexis360 legal database. Lexis+ provides legal summaries and case analysis.”
LextensoLextenso – Paid feature not available to users

“Lextenso offers the AI Pack+, a suite of AI tools that includes a conversational assistant specializing in law that can be queried via a prompt. This AI tool generates a response to a legal question by referring exclusively to the Lextenso legal database. The AI Pack+ also provides summaries and comparisons between two legal documents.”
NavisLefebvre-Dalloz – Paid option not available to users

“GenIA-L is a conversational AI assistant specializing in law that can be queried via a prompt. This AI system generates responses to legal questions by drawing exclusively on the Lefebvre-Dalloz legal databases. GenIA-L provides legal summaries and case analyses.”
Oxford University PressOxford University Press – Currently available to users at

“AI Discovery Assistant is a search engine that can be queried using natural language. When asked about a topic, this AI tool provides a list of articles and books relevant to the user’s query, each summarized in two lines.”
ProQuest One BusinessProQuest – Currently available to users

“ProQuest Research Assistant generates a summary that highlights the main points of the document (article, chapter, news article, etc.) and links to other related documents. ProQuest Research Assistant allows users to summarize the document graphically using a graph visualization tool. An AI-powered conversational assistant enables users to expand on the document summary through prompts.”
ScienceDirectElsevier – Paid option not available to users

“ScienceDirect AI is a conversational assistant that can be queried via a prompt. This AI tool generates a response to a question by referencing Elsevier’s ScienceDirect database. Dalloz. ScienceDirect AI provides summaries of articles, links to related publications, and, when possible, data presented in table format. ScienceDirect AI can also generate a summary highlighting the key points of a scientific article, which can be explored in greater depth via the conversational assistant.
StatistaStatista – Currently available to users at

“Research AI is a prompt-based conversational assistant. This AI tool generates a structured response to a question by drawing on a portion of the Statista database (Consumer Insights data is currently being integrated, for example). Research AI allows users to summarize results in graphical form (tables, timelines, etc.).”
Strada Lex EuropeLefebvre-Dalloz – Paid option not available to users

“GenIA-L is a conversational AI assistant specializing in law that can be queried via a prompt. This AI system generates responses to legal questions by drawing exclusively on the Lefebvre-Dalloz legal databases. GenIA-L provides legal summaries and case analyses.”
Web of ScienceClarivate – Paid feature not available to users

“Web of Science Research Assistant is a conversational assistant that can be queried via prompts. This AI tool generates a cited summary by referencing the Web of Science database.”

AI Applications in Science, Technology, and Health:

Last NameDescription
Academic Search PremierEbsco– Currently available to users at

“Natural Language Search (NLS) converts the user’s keyword query into hierarchical, semantically related search operators. The goal is to simplify database searches. This AI tool is not a chatbot and does not analyze scientific literature or research results.”
CobazAFNOR – Paid option not available to users

“Compagnon IA Premium is a search engine that can be queried using natural language. When asked about a topic, this AI tool identifies relevant standards and provides a context-specific response.”
ENI – Professional Digital LibraryENI – Currently available to users at

“The ENI platform offers computer science textbooks that include AI-driven interactive exercises (coding, etc.). These textbooks are marked with a blue banner that reads ‘AI-guided practical exercises.’ The ENI platform does not offer an AI chatbot.”
IEEE XploreIEEE – AI Tool in Beta

“IEEE Research Navigator is a search engine that can be queried using natural language. When asked about a topic, this AI tool provides a brief introduction followed by a list of articles and books, with summaries of the content relevant to the user’s query.”
JoVEMyJoVE – Currently available to users

“JoVE AI Search is a conversational assistant that generates a response to a prompt. This response includes a text summary, sourced from JoVE’s scientific videos, as well as a link to a video identified as best answering the query, and additional videos.”
Lippincott High ImpactOvid – Currently available to users at

“For medical journals to which university libraries subscribe, the platform’s AI Article Summary generates a summary that highlights the article’s key points. The Ovid platform does not offer an AI chatbot.”
Nature – Springer JournalsSpringer – AI tool in beta, not available to users

“Nature is developing a ‘research assistant,’ an AI tool designed to assist with literature reviews and article summarization, as well as to streamline the publication workflow in Nature journals.”
Oxford University PressOxford University Press – Currently available to users at

“AI Discovery Assistant is a search engine that can be queried using natural language. When asked about a topic, this AI tool provides a list of articles and books relevant to the user’s query, each summarized in two lines.”
ScienceDirectElsevier – Paid option not available to users

“ScienceDirect AI is a conversational assistant that can be queried via a prompt. This AI tool generates a response to a question by referencing Elsevier’s ScienceDirect database. Dalloz. ScienceDirect AI provides summaries of articles, links to related publications, and, when possible, data presented in table format. ScienceDirect AI can also generate a summary highlighting the key points of a scientific article, which can be explored in greater depth via the conversational assistant.
ScifinderCAS – Currently available to users at

“CAS Newton is a conversational assistant specializing in chemistry that can be queried via a prompt. This AI system generates a response to a question by referring exclusively to the database. Whether in response to a prompt or during a standard search, CAS Newton identifies the articles, components, and reactions that best match the user’s query.”
SpordiscusEbsco – Currently available to users at

“Natural Language Search” (NLS) enriches the user’s query with semantically related keywords, organized hierarchically using search operators. The goal is to simplify database searches. This AI tool is not a chatbot and does not analyze scientific literature or search results.
Web of ScienceClarivate – Paid feature not available to users

“Web of Science Research Assistant is a conversational assistant that can be queried via prompts. This AI tool generates a cited summary by referencing the Web of Science database.”

Text Mining (TDM)

Text and Data Mining (TDM) involves automatically analyzing large sets of documents to extract trends, relationships, or structured data.

Frequently Asked Questions About AI Systems and Text Mining (TDM)

Text and Data Mining (TDM) involves automatically analyzing large sets of documents to extract trends, relationships, or structured data.

Yes. French law provides for exceptions that allow text mining for research purposes. Article L122-5-3 of the Intellectual Property Code specifies that text mining is permitted “solely for the purposes of scientific research by research organizations and libraries open to the public.”

This exception applies to research organizations and public libraries, for the purposes of scientific research, in accordance with Article L122-5-3 of the Intellectual Property Code.

Some platforms included in university library subscriptions offer generative artificial intelligence features: built-in chatbots, natural language querying (similar to ChatGPT or Copilot) with results based on references from the database itself, and summaries of articles or books.

They are designed to make it easier to explore and read scientific literature, for example by querying the database using natural language or by summarizing articles or books.

The modules included in the university libraries' subscriptions are accessible without any additional steps. However, some publishers offer paid add-ons to which the university libraries do not subscribe.