How to Protect Copyright Data in Optimization of Large Language Models?

23 August 2023

Papers citing "How to Protect Copyright Data in Optimization of Large Language Models?"

25 / 25 papers shown

Title
Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency Jiangxuan Long Zhao-quan Song Chiwun Yang AI4TS 65 0 0 18 Mar 2025
SoK: Dataset Copyright Auditing in Machine Learning Systems L. Du Xuanru Zhou M. Chen Chusong Zhang Zhou Su Peng Cheng Jiming Chen Zhikun Zhang MLAU 13 2 0 22 Oct 2024
Risks, Causes, and Mitigations of Widespread Deployments of Large Language Models (LLMs): A Survey Md. Nazmus Sakib Md Athikul Islam Royal Pathak Md Mashrur Arifin ALM PILM 26 1 0 01 Aug 2024
Adaptive Pre-training Data Detection for Large Language Models via Surprising Tokens Anqi Zhang Chaofeng Wu 20 4 0 30 Jul 2024
Strong Copyright Protection for Language Models via Adaptive Model Fusion Javier Abad Konstantin Donhauser Francesco Pinto Fanny Yang 35 4 0 29 Jul 2024
Evaluating Copyright Takedown Methods for Language Models Boyi Wei Weijia Shi Yangsibo Huang Noah A. Smith Chiyuan Zhang Luke Zettlemoyer Kai Li Peter Henderson 39 19 0 26 Jun 2024
Navigating LLM Ethics: Advancements, Challenges, and Future Directions Junfeng Jiao S. Afroogh Yiming Xu Connor Phillips AILaw 55 19 0 14 May 2024
An Economic Solution to Copyright Challenges of Generative AI Jiachen T. Wang Zhun Deng Hiroaki Chiba-Okabe Boaz Barak Weijie J. Su 33 9 0 22 Apr 2024
Is Your AI Truly Yours? Leveraging Blockchain for Copyrights, Provenance, and Lineage Yilin Sai Qin Wang Guangsheng Yu H.M.N. Dilum Bandara Shiping Chen 29 1 0 09 Apr 2024
Copyright Protection in Generative AI: A Technical Perspective Jie Ren Han Xu Pengfei He Yingqian Cui Shenglai Zeng ... Hongzhi Wen Jiayuan Ding Hui Liu Yi Chang Jiliang Tang DeLMO 14 30 0 04 Feb 2024
Enhancing Stochastic Gradient Descent: A Unified Framework and Novel Acceleration Methods for Faster Convergence Yichuan Deng Zhao-quan Song Chiwun Yang 11 1 0 02 Feb 2024
Computational Copyright: Towards A Royalty Model for Music Generative AI Junwei Deng Shiyuan Zhang Jiaqi Ma 8 2 0 11 Dec 2023
Justifiable Artificial Intelligence: Engineering Large Language Models for Legal Applications Sabine Wehnert AILaw 23 1 0 27 Nov 2023
One Pass Streaming Algorithm for Super Long Token Attention Approximation in Sublinear Space Raghav Addanki Chenyang Li Zhao-quan Song Chiwun Yang 42 2 0 24 Nov 2023
The Expressibility of Polynomial based Attention Scheme Zhao-quan Song Guangyi Xu Junze Yin 14 5 0 30 Oct 2023
An Automatic Learning Rate Schedule Algorithm for Achieving Faster Convergence and Steeper Descent Zhao-quan Song Chiwun Yang 13 9 0 17 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao-quan Song Chiwun Yang 16 15 0 05 Oct 2023
H $_2$ O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models Zhenyu (Allen) Zhang Ying Sheng Tianyi Zhou Tianlong Chen Lianmin Zheng ... Yuandong Tian Christopher Ré Clark W. Barrett Zhangyang Wang Beidi Chen VLM 25 246 0 24 Jun 2023
Just One Byte (per gradient): A Note on Low-Bandwidth Decentralized Language Model Finetuning Using Shared Randomness E. Zelikman Qian Huang Percy Liang Nick Haber Noah D. Goodman 57 14 0 16 Jun 2023
InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding Junda Wu Tong Yu Rui Wang Zhao-quan Song Ruiyi Zhang Handong Zhao Chaochao Lu Shuai Li Ricardo Henao VLM 26 12 0 08 Jun 2023
Differentially Private Attention Computation Yeqi Gao Zhao-quan Song Xin Yang 28 19 0 08 May 2023
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks Xuanli He Qiongkai Xu Yi Zeng Lingjuan Lyu Fangzhao Wu Jiwei Li R. Jia WaLM 160 71 0 19 Sep 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark Xuanli He Qiongkai Xu Lingjuan Lyu Fangzhao Wu Chenguang Wang WaLM 158 92 0 05 Dec 2021
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,435 0 26 Sep 2016