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13 articles for “Factuality”
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Drugs Design and Process Chemistry: A Factuality Study of Recent Advance in Drug Delivery Systems – A Comprehensive Review
Abstract: Recent years have seen significant advances in drug design and process chemistry, mostly due to breakthroughs in drug delivery technologies. This study provides a thorough examination of current developments in drug delivery, emphasizing strategies that improve therapeutic efficacy, reduce adverse effects, and maximize pharmacokinetic profile. The effects of several strategies on drug stability, solubility, and bioavailability are examined, including controlled-release systems, targeted delivery methods, and nanoparticle-based delivery. This review also …
Published in Research and Reviews : A Journal of Biotechnology · Vol. 15, Issue 1, 2025 · pp. 26–35 Read article
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A Factualistic Study of Phytomedicinal Activity of Curcuma longa (Haldi): Plant That Infuses Life
Abstract: Curcuma longa, commonly known as turmeric, is a plant of remarkable medicinal significance that has been utilized for centuries in traditional medicine and has garnered considerable attention in modern scientific research. This review explores its extensive phytomedicinal potential, focusing on the plant's bioactive compounds, particularly curcumin, which is recognized as the primary agent responsible for its therapeutic properties. Turmeric contains an array of chemical constituents, including curcuminoids, volatile oils, and …
Published in International Journal of Antibiotics · Vol. 2, Issue 2, 2025 · pp. 14–24 Read article
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Design of Stretcher Foundation by Considering Factual Condition in Rural and Semi- Urban Areas
Abstract: In this paper, we are have discussed the suspension system which will provide additional suspension to the stretcher in developing the ambulances in rural and semi-urban areas across India. Currently, in India, 69% population lives in rural areas were the development is the main issue. Considering the roads of such rural and semi-urban areas where the road conditions are worst, the idea for this project is born. Patients in rural …
Published in Journal of Automobile Engineering and Applications · Vol. 6, Issue 1, 2019 · pp. 5–14 Read article
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Semantic Similarity Framework for Automatic Hallucination Detection in Large Language Models
Abstract: Large Language Models can generate fluent, contextually appropriate text across a range of NLP tasks, but they frequently produce outputs that are factually wrong while sounding confident and plausible. This problem, referred to as hallucination, poses serious risks in domains where accuracy matters. We propose a post-processing framework that detects hallucinated responses by comparing them against verified reference text using sentence embeddings. The system computes cosine similarity between the response …
Published in Emerging Trends in Languages · Vol. 3, Issue 2, 2026 · pp. 16–22 Read article
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Antibiotic Resistance: Molecular Mechanisms of Resistance
Abstract: Antibiotics are called as ‘Wonder Drugs’, the miracles of modern sciences. They help combat bacteria and prevent their growth. But due to unmonitored and uncontrolled consumption of these antibiotics, there is an emergence of antibiotic resistance. This has led to a series of downfall in the therapeutic potency and efficacy of many drugs. More and more bacteria are becoming Multi-Drug Resistant (MDR); such highly resistant strains of certain bacteria are …
Published in Research and Reviews: A Journal of Microbiology and Virology Read article
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Zero Trust Security Governance by Utilizing Identity and Access Management
Abstract: The Zero Trust Paradigm, a more stringent approach to network security, operates on the fundamental concept of “Never Assume, Always Authenticate.” It is currently being implemented in different countries to align with their national cybersecurity and access management governance policies. The differentiation of these Zero Trust systems is contingent upon factors such as awareness, infrastructure, expenses, and security demand. Additionally, the identity-based access management models within the Zero Trust system …
Published in International Journal of Mobile Computing Technology · Vol. 1, Issue 2, 2023 · pp. 6–17 Read article
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LLM-based Chatbot for Course-based Question Answering
Abstract: The “LLM-based Chatbot for Course-Based Question Answering” project addresses the pressing need for tailored and efficient learning tools in education. By using a state-of-the-art Large Language Model (LLM) with a diverse dataset, including textbooks, professor slides, and web scraping data, the chatbot offers accurate and contextually enriched responses to students' course-related queries. Using recent advances in language modeling, this work presents a Longformer-based Language Model (LLM) for constructing a smart …
Published in International Journal of Electronics Automation · Vol. 1, Issue 2, 2023 · pp. 30–41 Read article
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Developing Techniques for Controlling Different Aspects of Text Generation Such as Tone and Contents
Abstract: Large Language Models (LLMs) have shown excellent text creation quality in Natural Language Processing (NLP). However, LLMs have to satisfy ever-more-complex standards in real-world applications. LLMs are supposed to meet specific user goals, like as mimicking specific writing styles or producing material with poetic richness, in addition to eliminating inaccurate or objectionable content. Controllable Text Generation (CTG) techniques were developed in response to these diverse demands. They guarantee that outputs …
Published in Recent Trends in Programming languages · Vol. 12, Issue 2, 2025 · pp. 34–39 Read article
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Finite Element Formulation for Mechanical Buckling of FGM Plate Exposed to Various Boundary Conditions
Abstract: Mechanical buckling analysis of functionally graded (FG) material plates based on first-order shear deformation theory. In the real world many components manufactured by FG materials face the buckling load under certain conditions. Various types of gradation law for tailoring the material properties are applied by the researcher, out of that, presently a simple power law for material gradation is applied with shear correction factor (SCF) is used to take account …
Published in Journal of Polymer & Composites · Vol. 13, Issue 4, 2025 · pp. 503–513 Read article
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Understanding Quality in Construction
Abstract: Quality has transformed into a fundamental part of the construction project management industry. With creating competition between various private firms, quality control and quality assurance has grown to accomplish its significance in the construction industry. Quality administration has been inserted in as a part of the framework for quite a while now but still defects arise. This conflict arises due to difference in the management’s and the consumer’s perception of …
Published in Journal of Construction Engineering, Technology & Management · Vol. 6, Issue 3, 2016 · pp. 70–74 Read article
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Constraints for Defining the Temperament of A‘Ḍā’ Mufrada (Simple Organs)
Abstract: Purpose: This work is done to test, validate, and form factual modalities to find out the temperament of simple organs with the help of different kinds of physiological properties. Background: The temperament of simple organs described by Unani scholars is in accordance to biophysical entities, and they also had been discussed that those organs whose blood supply is more, are more in hotness and it’s vice versa. And the organs …
Published in Journal of AYUSH: Ayurveda, Yoga, Unani, Siddha and Homeopathy · Vol. 8, Issue 3, 2019 · pp. 13–20 Read article
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Antibiotic Resistance: Molecular Mechanisms of Resistance
Abstract: Antibiotics are called as ‘Wonder Drugs’, the miracles of modern sciences. They help combat bacteria and prevent their growth. But due to unmonitored and uncontrolled consumption of these antibiotics, there is an emergence of antibiotic resistance. This has led to a series of downfall in the therapeutic potency and efficacy of many drugs. More and more bacteria are becoming Multi-Drug Resistant (MDR); such highly resistant strains of certain bacteria are …
Published in Research and Reviews: A Journal of Microbiology and Virology · Vol. 11, Issue 1, 2021 · pp. 1–8 Read article
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Confident but Wrong: A Lifecycle Analysis of Hallucination in Large Language Models Understanding AI's Confidence Problem
Abstract: A Large Language Model (LLM) is likely to produce sentences that are fluent and confident in many instances, but completely wrong. In many cases a Large Language Model (LLM) will produce a fluent and confident sentence that is completely incorrect. This review tries to analyze this phenomenon using the most recent literature regarding natural language generation, computational learning theory and benchmark experiments. The argument is that it is not a …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 13, Issue 3, 2025 Read article