Informatique et sciences de l'informationAnglaisMedium

Stories by Research Graph on Medium

Stories by Research Graph on Medium
Stories by Research Graph on Medium
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Artificial-intelligenceKnowledgePdfData-scienceMachine-learningInformatique et sciences de l'informationAnglais
Publié

How to use GROBID to extract text from PDF Author Aland Astudillo (ORCID: 0009-0008-8672-3168) GROBID is a powerful and useful tool based on machine learning that can extract text information from PDF files and other files to a structured format. One of the key challenges in knowledge mining from academic articles is reading the content of PDF files.

ArtificalintelligenceOpenaiGptData-scienceGraphInformatique et sciences de l'informationAnglais
Publié

Authors: Nakul Nambiar (ORCID: 0009-0009-9720-9233) Zhuochen Wu (ORCID: 0009-0000-5642-5348) Research Graph is a structured representation of research objects that captures information about entities and the relationships between Researcher, Organisation, Publication, Grant and Research Data.

Retrieval AugmentedGraph DatabaseKnowledge GraphArtificalintelligenceNeo4jInformatique et sciences de l'informationAnglais
Publié

Authors Nakul Nambiar (ORCID: 0009-0009-9720-9233) Amir Aryani (ORCID: 0000-0002-4259-9774) Knowledge graphs, which offer a structured representation of data and its relationships, are revolutionising how we organise and access information.

Artificial IntelligenceMachine LearningRetrieval AugmentedKnowledge GraphInformatique et sciences de l'informationAnglais
Publié

Tools and Platform for Integration of Knowledge Graph with RAG pipelines. Authors Aland Astudillo (ORCID: 0009-0008-8672-3168) Aishwarya Nambissan (ORCID: 0009-0003-3823-6609) Many users of chatbots such as ChatGPT, have encountered the problem of receiving inappropriate or incompatible responses. There are several reasons why this might happen.

Data ScienceNeo4jKnowledge GraphTypesenseArtificial IntelligenceInformatique et sciences de l'informationAnglais
Publié

A novel approach to improving the efficiency of text search in graph databases utilizing Neo4j, OpenAI, and Typesense. Authors Nakul Nambiar (ORCID: 0009–0009–9720–9233) Aishwarya Nambissan (ORCID: 0009–0003–3823–6609) The ability to use cutting-edge tools and frameworks is essential for staying ahead in the ever-changing field of technology.

Clustering AlgorithmData ScienceMachine LearningArtificial IntelligenceInformatique et sciences de l'informationAnglais
Publié

A brief overview of different types of clustering techniques and their algorithms. Authors Aishwarya Nambissan (ORCID: 0009-0003-3823-6609) Amir Aryani (ORCID: 0000-0002-4259-9774) Background Clustering is a fascinating technique used in machine learning, where patterns or data points are grouped based on their similarities. It’s like finding hidden connections among different data points without predefined labels.