Cover Image

Generative AI Systems: A Systems-based Perspective on Generative AI

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Tomczak, Jakub M.
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Prompt-Counterfactual Explanations for Generative AI System Behavior
by: Goethals, Sofie, et al.
Published: (2026)

An Agentic AI System for Multi-Framework Communication Coding
by: Yang, Bohao, et al.
Published: (2025)

An Adversarial Perspective on Machine Unlearning for AI Safety
by: Łucki, Jakub, et al.
Published: (2024)

Can Generative AI Solve Your In-Context Learning Problem? A Martingale Perspective
by: Jesson, Andrew, et al.
Published: (2024)

AI and Generative AI for Research Discovery and Summarization
by: Glickman, Mark, et al.
Published: (2024)

Can Generative AI Support Patients' & Caregivers' Informational Needs? Towards Task-Centric Evaluation Of AI Systems
by: Rajagopal, Shreya, et al.
Published: (2024)

Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives
by: Hagos, Desta Haileselassie, et al.
Published: (2024)

Understanding Gender Bias in AI-Generated Product Descriptions
by: Kelly, Markelle, et al.
Published: (2025)

Interpretable Predictability-Based AI Text Detection: A Replication Study
by: Skurla, Adam, et al.
Published: (2026)

ShieldGemma: Generative AI Content Moderation Based on Gemma
by: Zeng, Wenjun, et al.
Published: (2024)

Machine Unlearning in Generative AI: A Survey
by: Liu, Zheyuan, et al.
Published: (2024)

Decoding the AI Pen: Techniques and Challenges in Detecting AI-Generated Text
by: Abdali, Sara, et al.
Published: (2024)

Detecting AI Generated Text Based on NLP and Machine Learning Approaches
by: Prova, Nuzhat
Published: (2024)

Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks
by: Grassucci, Eleonora, et al.
Published: (2024)

Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection
by: Jung, Minseok, et al.
Published: (2025)

AccelOpt: A Self-Improving LLM Agentic System for AI Accelerator Kernel Optimization
by: Zhang, Genghan, et al.
Published: (2025)

A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data
by: Loni, Mohammad, et al.
Published: (2024)

Diversity Boosts AI-Generated Text Detection
by: Basani, Advik Raj, et al.
Published: (2025)

Can AI-Generated Text be Reliably Detected?
by: Sadasivan, Vinu Sankar, et al.
Published: (2023)

An Automatic Prompt Generation System for Tabular Data Tasks
by: Akella, Ashlesha, et al.
Published: (2024)

Benchmarked Yet Not Measured -- Generative AI Should be Evaluated Against Real-World Utility
by: Mondal, Ishani, et al.
Published: (2026)

Generalization in Healthcare AI: Evaluation of a Clinical Large Language Model
by: Rahman, Salman, et al.
Published: (2024)

Adaptive Uncertainty Quantification for Generative AI
by: Kim, Jungeum, et al.
Published: (2024)

Knowledge Graph-extended Retrieval Augmented Generation for Question Answering
by: Linders, Jasper, et al.
Published: (2025)

Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems
by: Leung, Kin Kwan, et al.
Published: (2025)

Biomedical Literature Q&A System Using Retrieval-Augmented Generation (RAG)
by: Garg, Mansi, et al.
Published: (2025)

FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation Systems
by: Fajardo, Val Andrei, et al.
Published: (2025)

Robust and Fine-Grained Detection of AI Generated Texts
by: Kadiyala, Ram Mohan Rao, et al.
Published: (2025)

Reranking Laws for Language Generation: A Communication-Theoretic Perspective
by: Farinhas, António, et al.
Published: (2024)

LABBench2: An Improved Benchmark for AI Systems Performing Biology Research
by: Laurent, Jon M, et al.
Published: (2026)

EAGLE: A Domain Generalization Framework for AI-generated Text Detection
by: Bhattacharjee, Amrita, et al.
Published: (2024)

A Systematic Review on the Generative AI Applications in Human Medical Genomics
by: Changalidis, Anton, et al.
Published: (2025)

A Persona-Based Evaluation Framework for Pluralistic Alignment in Generative AI
by: Karagoz, Atahan
Published: (2026)

Pragya: An AI-Based Semantic Recommendation System for Sanskrit Subhasitas
by: Raorane, Tanisha, et al.
Published: (2026)

Watermark-based Attribution of AI-Generated Content
by: Jiang, Zhengyuan, et al.
Published: (2024)

IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems
by: Levi, Elad, et al.
Published: (2025)

Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
by: Zeng, Shenglai, et al.
Published: (2024)

Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systems
by: Lakatos, Robert, et al.
Published: (2024)

ConvNLP: Image-based AI Text Detection
by: Jambunathan, Suriya Prakash, et al.
Published: (2024)

On Sarcasm Detection with OpenAI GPT-based Models
by: Gole, Montgomery, et al.
Published: (2023)