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Stories by Research Graph on Medium

Stories by Research Graph on Medium
Stories by Research Graph on Medium
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Large-language-modelsArtificial-intelligencePrompt-engineeringInformatique et sciences de l'informationAnglais
Publié

Using intelligence to use artificial Intelligence: A deep dive into Prompt Engineering Author Dhruv Gupta (ORCID: 0009–0004–7109–5403 ) Introduction Large Language Models (LLMs) have become the new normal in the field of Natural Language Processing (NLP). With their improved performance and generative power, people around the world are relying on it for

Query-optimizationNeo4j-graph-databaseCypherInformatique et sciences de l'informationAnglais
Publié
Auteur Wenyi Pi

Boosting Performance for Knowledge Graphs with Neo4j APOC Library Author Wenyi Pi (ORCID: 0009–0002–2884–2771) Introduction A knowledge graph (graph database) captures information about main entities in a domain and the relationships between them. It was an augmented feature store for connected data which gave access to compute, access and operationalise structure features.

Scholarly-researchArtificial-intelligenceKnowledge-graphInformatique et sciences de l'informationAnglais
Publié
Auteur Amanda Kau

Understanding Knowledge Networks From A Graph Perspective Author: Amanda Kau (ORCID: 0009–0004–4949–9284 ) Since 2020, over ten million scholarly articles have been published annually. To put that into perspective, say all ten million articles were released on the first day of the year.

Phishing-detectionReasoningKnowledge-graphLarge-language-modelsInformatique et sciences de l'informationAnglais
Publié
Auteur Xuzeng He

Latest findings in multiple research directions for tackling reasoning and common sense challenges Author: Xuzeng He ( ORCID: 0009–0005–7317–7426) Knowledge Graphs, such as Wikidata, contain rich relational information between entities and have been widely used as a structured format for storing and representing relational information.

PythonDatabaseVisualizationInformatique et sciences de l'informationAnglais
Publié

Exploring the OpenAlex Data Structure and Visualization Author: Qingqin Fang ( ORCID: 0009–0003–5348–4264) Introduction to OpenAlex In today’s world, the realm of research papers is brimming with countless hot topics, and the sheer volume of publications can be overwhelming.

ChatbotsLarge-language-modelsArtificial-intelligenceEthics-in-techInformatique et sciences de l'informationAnglais
Publié

Exploring AI’s Ethical Terrain: Addressing Bias, Security, and Beyond Author: Vaibhav Khobragade ( ORCID: 0009–0009–8807–5982) Large language models (LLMs) like OpenAI’s GPT-4, Meta’s LLaMA, and Google Gemini (previously called Bard) have showcased their vast capabilities, from passing bar exams and crafting articles to generating images and website code.

BertLarge-language-modelsTrainingArchitectureInformatique et sciences de l'informationAnglais
Publié

Unlocking the power of language models: A deep dive into BERT Author: Dhruv Gupta (ORCID: 0009–0004–7109–5403 ) Clive Humby, in 2006 rightly said, “Data is the new oil”. With data being present everywhere, it has never been more valuable.

EncoderMedical-imageVision-language-modelInformatique et sciences de l'informationAnglais
Publié
Auteur Amanda Kau

Exploring the potentials and limitations of Vision Language Models Author: Amanda Kau (ORCID: 0009–0004–4949–9284 ) The human brain is more extraordinary than any machine we could build. From an early age, many of us gain the ability to comprehend what our eyes tell us and articulate it. Furthermore, we combine evidence from all our senses to reason.

Social-impactEthicalArtificial-intelligenceInformatique et sciences de l'informationAnglais
Publié
Auteur Wenyi Pi

Addressing Misinformation, Bias, and Privacy Concerns Author: Wenyi Pi (ORCID: 0009–0002–2884–2771 ) Recently, the spread of false or misinformation has become an important concern for people all over the world, especially in the era of big data and multimedia, where people are faced with a flood of information that makes it difficult to determine its authenticity.

Knowledge-graphBiomedPubmedInformatique et sciences de l'informationAnglais
Publié
Auteur Xuzeng He

An introduction to tools supporting PubMed Author: Xuzeng He ( ORCID: 0009–0005–7317–7426) PubMed is a free Web literature search service developed and maintained by the National Center for Biotechnology Information ( NCBI ), and it is also a part of NCBI’s Entrez retrieval system that provides access to a diverse set of 38 databases.

Knowledge-graphSentiment-analysisQuestion-answeringInformatique et sciences de l'informationAnglais
Publié

Author: Vaibhav Khobragade ( ORCID: 0009–0009–8807–5982) Introduction Large language models (LLMs) are becoming increasingly popular in natural language processing for their superior competence in various applications.