Localizing Paragraph Memorization in Language Models

28 March 2024

Papers citing "Localizing Paragraph Memorization in Language Models"

9 / 9 papers shown

Title
Controllable Context Sensitivity and the Knob Behind It Julian Minder Kevin Du Niklas Stoehr Giovanni Monea Chris Wendler Robert West Ryan Cotterell KELM 36 3 0 11 Nov 2024
Dissecting Fine-Tuning Unlearning in Large Language Models Yihuai Hong Yuelin Zou Lijie Hu Ziqian Zeng Di Wang Haiqin Yang AAML MU 37 2 0 09 Oct 2024
Undesirable Memorization in Large Language Models: A Survey Ali Satvaty Suzan Verberne Fatih Turkmen ELM PILM 67 7 0 03 Oct 2024
Position: LLM Unlearning Benchmarks are Weak Measures of Progress Pratiksha Thaker Shengyuan Hu Neil Kale Yash Maurya Zhiwei Steven Wu Virginia Smith MU 45 10 0 03 Oct 2024
A Multi-Perspective Analysis of Memorization in Large Language Models Bowen Chen Namgi Han Yusuke Miyao 38 1 0 19 May 2024
Who's Harry Potter? Approximate Unlearning in LLMs Ronen Eldan M. Russinovich MU MoMe 101 171 0 03 Oct 2023
Dissecting Recall of Factual Associations in Auto-Regressive Language Models Mor Geva Jasmijn Bastings Katja Filippova Amir Globerson KELM 189 260 0 28 Apr 2023
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 245 1,977 0 31 Dec 2020
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 267 1,798 0 14 Dec 2020