Combining Generative Artificial Intelligence (AI) and the Internet: Heading towards Evolution or Degradation?

17 February 2023

Papers citing "Combining Generative Artificial Intelligence (AI) and the Internet: Heading towards Evolution or Degradation?"

9 / 9 papers shown

Title
LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs Tianyu Wang Lingyou Pang Akira Horiguchi Carey E. Priebe 12 0 0 26 May 2025
Recursive Training Loops in LLMs: How training data properties modulate distribution shift in generated data? Grgur Kovač Jérémy Perez Rémy Portelas Peter Ford Dominey Pierre-Yves Oudeyer 95 0 0 04 Apr 2025
AI-generated Text Detection with a GLTR-based Approach Lucía Yan Wu Isabel Segura-Bedmar DeLMO 132 0 0 17 Feb 2025
The Best Instruction-Tuning Data are Those That Fit Dylan Zhang Qirun Dai Hao Peng ALM 223 7 0 06 Feb 2025
Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges Nayoung Lee Ziyang Cai Avi Schwarzschild Kangwook Lee Dimitris Papailiopoulos ReLM VLM LRM AI4CE 166 7 0 03 Feb 2025
Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World Joshua Kazdan Rylan Schaeffer Apratim Dey Matthias Gerstgrasser Rafael Rafailov D. Donoho Sanmi Koyejo 140 18 0 22 Oct 2024
Mitigating Text Toxicity with Counterfactual Generation Milan Bhan Jean-Noel Vittaut Nina Achache Victor Legrand Nicolas Chesneau A. Blangero Juliette Murris Marie-Jeanne Lesot MedIm 215 0 0 16 May 2024
Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models Alan Chan Ben Bucknall Herbie Bradley David M. Krueger 63 6 0 22 Dec 2023
Nepotistically Trained Generative-AI Models Collapse Matyáš Boháček Hany Farid 109 19 0 20 Nov 2023