« IEEE, the world’s largest technical professional organization dedicated to advancing technology for humanity, has selected Molecular Connections (MC) to help drive its innovation efforts in its publishing operations. The collaboration would entail developing state of the art technologies including machine learning (ML) to support the critical areas of research integrity,…
« Pre-training foundation models is generally thought to be the exclusive domain of a handful of AI labs and big tech companies. This is changing. Thanks to more powerful GPUs, optimized programming frameworks (like llm.c) and better datasets, pre-training is becoming affordable and a competitive alternative to fine-tuning.
At PleIAs…
« Generative AI (GAI) offers unprecedented possibilities but its commercialization has raised concerns about transparency, reproducibility, bias, and safety. Many « open-source » GAI models lack the necessary components for full understanding and reproduction, and some use restrictive licenses, a practice known as « openwashing. » We propose the Model Openness Framework (MOF), a ranked…
« The aim of the paper is to define Artificial Intelligence (AI) for librarians by examining general definitions of AI, analysing the umbrella of technologies that make up AI, defining types of use case by area of library operation, and then reflecting on the implications for the profession, including from an…
« Dans le cadre du projet Revue 2.0 et des expérimentations de la phase 2 du projet, le HN Lab a lancé un chantier d’analyse sur les corpus de trois revues savantes afin de répondre aux problématiques suivantes :
Quels est l’apport scientifique d’une revue ? Quels sont les concepts qui…
« Citation indices are tools used by the academic community for research and research evaluation which aggregate scientific literature output and measure impact by collating citation counts. Citation indices help measure the interconnections between scientific papers but fall short because they fail to communicate contextual information about a citation. The usage…
« Après le mois d’avril dédié à la qualité des données, le mois de mai est dédié aux réutilisations de données dont nous présentions les principaux enjeux dans un article dédié.
C’est dans ce cadre que nous proposons un Catalogue de jeux de données de
« Tired of entering keywords and getting thousands of hits and not sure where to start your literature review? Or having the opposite problem and entering a keyword and getting few relevant results?
You are in luck, we are seeing the rise of a new…
« The growing deluge of scientific publications demands text analysis tools that can help scientists and policy-makers navigate, forecast and beneficially guide scientific research. Recent advances in natural language understanding driven by deep transformer networks offer new possibilities for mapping science. (…)
Here we report a procedure for encoding scientific…
