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Watermarking Language Models with Error Correcting Codes

12 June 2024

Papers citing "Watermarking Language Models with Error Correcting Codes"

28 / 28 papers shown

Title
HeavyWater and SimplexWater: Distortion-Free LLM Watermarks for Low-Entropy Next-Token Predictions Dor Tsur Carol Xuan Long C. M. Verdun Hsiang Hsu Chen Haim Permuter Sajani Vithana Flavio du Pin Calmon WaLM 347 0 0 06 Jun 2025
Optimized Couplings for Watermarking Large Language ModelsInternational Symposium on Information Theory (ISIT), 2025 Dor Tsur Carol Xuan Long C. M. Verdun Hsiang Hsu Haim Permuter Flavio du Pin Calmon WaLM 311 2 0 13 May 2025
Debiasing Watermarks for Large Language Models via Maximal CouplingJournal of the American Statistical Association (JASA), 2024 Yangxinyu Xie Xiang Li Tanwi Mallick Weijie J. Su Ruixun Zhang WaLM 289 9 0 17 Nov 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 543 1 0 09 Oct 2024
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 262 6 0 19 Jul 2024
Watermark Stealing in Large Language Models Nikola Jovanović Robin Staab Martin Vechev WaLM AAML 266 71 0 29 Feb 2024
Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models Mingjia Huo Sai Ashish Somayajula Youwei Liang Ruisi Zhang F. Koushanfar Pengtao Xie WaLM 300 27 0 28 Feb 2024
Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models Zhiwei He Binglin Zhou Hong-ping Hao Aiwei Liu Xing Wang Zhaopeng Tu Zhuosheng Zhang Rui Wang WaLM 267 29 0 21 Feb 2024
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text Abe Bohan Hou Jingyu Zhang Yichen Wang Daniel Khashabi Tianxing He WaLM 276 36 0 17 Feb 2024
Pseudorandom Error-Correcting Codes Miranda Christ Sam Gunn 150 36 0 14 Feb 2024
Provably Robust Multi-bit Watermarking for AI-generated Text Wenjie Qu Dong Yin Zixin He Wei Zou Tianyang Tao Jinyuan Jia Jiaheng Zhang Jinyuan Jia Jiaheng Zhang WaLM 459 15 0 30 Jan 2024
Mark My Words: Analyzing and Evaluating Language Model Watermarks Julien Piet Chawin Sitawarin Vivian Fang Norman Mu David Wagner WaLM 313 52 0 01 Dec 2023
Mistral 7B Albert Q. Jiang Alexandre Sablayrolles A. Mensch Chris Bamford Devendra Singh Chaplot ... Teven Le Scao Thibaut Lavril Thomas Wang Timothée Lacroix William El Sayed MoE LRM 338 2,871 0 10 Oct 2023
A Semantic Invariant Robust Watermark for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Aiwei Liu Leyi Pan Xuming Hu Shiao Meng Lijie Wen WaLM 254 87 0 10 Oct 2023
SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation Abe Bohan Hou Jingyu Zhang Tianxing He Yichen Wang Yung-Sung Chuang Hongwei Wang Lingfeng Shen Benjamin Van Durme Daniel Khashabi Yulia Tsvetkov WaLM 201 37 0 06 Oct 2023
Unbiased Watermark for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Zhengmian Hu Lichang Chen Xidong Wu Yihan Wu Hongyang R. Zhang Heng-Chiao Huang WaLM 224 87 0 22 Sep 2023
Robust Distortion-free Watermarks for Language Models Rohith Kuditipudi John Thickstun Tatsunori Hashimoto Abigail Z. Jacobs WaLM 233 257 0 28 Jul 2023
Provable Robust Watermarking for AI-Generated TextInternational Conference on Learning Representations (ICLR), 2023 Xuandong Zhao P. Ananth Lei Li Yu-Xiang Wang WaLM 287 260 0 30 Jun 2023
Undetectable Watermarks for Language ModelsIACR Cryptology ePrint Archive (IACR ePrint), 2023 Miranda Christ Sam Gunn Or Zamir WaLM 250 210 0 25 May 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defenseNeural Information Processing Systems (NeurIPS), 2023 Kalpesh Krishna Yixiao Song Marzena Karpinska John Wieting Mohit Iyyer DeLMO 277 426 0 23 Mar 2023
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability CurvatureInternational Conference on Machine Learning (ICML), 2023 E. Mitchell Yoonho Lee Alexander Khazatsky Christopher D. Manning Chelsea Finn 633 819 0 26 Jan 2023
A Watermark for Large Language ModelsInternational Conference on Machine Learning (ICML), 2023 John Kirchenbauer Jonas Geiping Yuxin Wen Jonathan Katz Ian Miers Tom Goldstein VLM WaLM 489 692 0 24 Jan 2023
Perfectly Secure Steganography Using Minimum Entropy CouplingInternational Conference on Learning Representations (ICLR), 2022 Christian Schroeder de Witt Samuel Sokota J. Zico Kolter Jakob N. Foerster Martin Strohmeier 206 46 0 24 Oct 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 787 4,307 0 02 May 2022
SimCSE: Simple Contrastive Learning of Sentence EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 685 3,934 0 18 Apr 2021
Neural Linguistic SteganographyConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Zachary M. Ziegler Yuntian Deng Alexander M. Rush 145 144 0 03 Sep 2019
Release Strategies and the Social Impacts of Language Models Irene Solaiman Miles Brundage Jack Clark Amanda Askell Ariel Herbert-Voss ... Miles McCain Alex Newhouse Jason Blazakis Kris McGuffie Jasmine Wang 351 746 0 24 Aug 2019
Defending Against Neural Fake NewsNeural Information Processing Systems (NeurIPS), 2019 Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 339 1,141 0 29 May 2019