Learning to Watermark LLM-generated Text via Reinforcement Learning

13 March 2024

Papers citing "Learning to Watermark LLM-generated Text via Reinforcement Learning"

9 / 9 papers shown

Title
Can AI-Generated Text be Reliably Detected? Vinu Sankar Sadasivan Aounon Kumar S. Balasubramanian Wenxiao Wang Soheil Feizi DeLMO 160 381 0 20 Jan 2025
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 68 2 0 12 Jul 2024
Publicly-Detectable Watermarking for Language Models Jaiden Fairoze Sanjam Garg Somesh Jha Saeed Mahloujifar Mohammad Mahmoody Mingyuan Wang WaLM 149 45 0 27 Oct 2023
On the Reliability of Watermarks for Large Language Models John Kirchenbauer Jonas Geiping Yuxin Wen Manli Shu Khalid Saifullah Kezhi Kong Kasun Fernando Aniruddha Saha Micah Goldblum Tom Goldstein WaLM 39 115 0 07 Jun 2023
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature E. Mitchell Yoonho Lee Alexander Khazatsky Christopher D. Manning Chelsea Finn 67 607 0 26 Jan 2023
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 207 2,029 0 18 Dec 2019
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 99 2,792 0 19 Aug 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 245 18,685 0 20 Jul 2017
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 168 8,805 0 04 Feb 2016