Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization

RC Barron, V Grantcharov, S Wanna, ME Eren… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) are pre-trained on large-scale corpora and excel in
numerous general natural language processing (NLP) tasks, such as question answering …

Rag based question-answering for contextual response prediction system

S Veturi, S Vaichal, RL Jagadheesh, NI Tripto… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have shown versatility in various Natural Language
Processing (NLP) tasks, including their potential as effective question-answering systems …

Applications of llms for generating cyber security exercise scenarios

MM Yamin, E Hashmi, M Ullah, B Katt - 2024 - researchsquare.com
This study proposes a novel approach leveraging Large Language Models (LLMs) to
generate dynamic and complex adaptable cybersecu-rity exercise scenarios. Motivated by …

Foundation models and information retrieval in digital pathology

HR Tizhoosh - Artificial Intelligence in Pathology, 2025 - Elsevier
The adoption of digital pathology promises to revolutionize medical diagnostics by enabling
the computerized analysis of tissue images, particularly through the digitization of formalin …

S3LLM: Large-Scale Scientific Software Understanding with LLMs Using Source, Metadata, and Document

K Shaik, D Wang, W Zheng, Q Cao, H Fan… - International Conference …, 2024 - Springer
The understanding of large-scale scientific software is a significant challenge due to its
diverse codebase, extensive code length, and target computing architectures. The …

Exploring VUI-Supported Mindfulness Techniques for Smoking Cessation

SB Kjaerulff, SB Pedersen, TJ Sigvardsen… - Proceedings of the 6th …, 2024 - dl.acm.org
This study investigates the effectiveness of Voice User Interfaces (VUIs) in supporting
mindfulness techniques for smoking cessation. We conducted a month-long between …

Comparative analysis of RAG, fine-tuning, and prompt engineering in chatbot development

HK Chaubey, G Tripathi, R Ranjan - … Conference on Future …, 2024 - ieeexplore.ieee.org
This paper examines the integration and comparative effectiveness of Retriever-Augmented
Generation (RAG), fine-tuning, and prompt engineering in the development of advanced …

Robot-wearable conversation hand-off for AI navigation assistant

D Szabó - 2024 - oulurepo.oulu.fi
Indoor navigation systems today are deployed as static devices and as mobile applications.
Promising virtual helpers based on artificial intelligence to assist users with various tasks, AI …

Evaluation von LLM-und Intent-basierten Ansätzen zur Umsetzung eines Chatbots für die Unterstützung bei der Studienorganisation

A Cordes - Proceedings of DELFI 2024, 2024 - dl.gi.de
Zusammenfassung Conversational User Interfaces wie Chatbots bieten großes Potential,
Studierende ergänzend zu bestehenden Beratungsangeboten bei der …

From Data to Dialogue: Building a Domain-Agnostic Conversational Question Answering System

P Patil, J Mathews, J James, A Patil… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
In the realm of natural language processing (NLP), the quest for domain-specific question
answering has been a focal point, emphasizing the precise extraction of factual information …