On Catastrophic Inheritance of Large Foundation Models

On Catastrophic Inheritance of Large Foundation Models

2 February 2024

Hao Chen

Bhiksha Raj

Xing Xie

Papers citing "On Catastrophic Inheritance of Large Foundation Models"

18 / 18 papers shown

Title
Open-Set Video-based Facial Expression Recognition with Human Expression-sensitive Prompting Yuanyuan Liu Yuxuan Huang Shuyang Liu Yibing Zhan Zijing Chen Zhe Chen VLM 42 1 0 26 Apr 2024
EraseDiff: Erasing Data Influence in Diffusion Models Jing Wu Trung Le Munawar Hayat Mehrtash Harandi DiffM 67 14 0 11 Jan 2024
Task Contamination: Language Models May Not Be Few-Shot Anymore Changmao Li Jeffrey Flanigan 97 91 0 26 Dec 2023
Learning and Forgetting Unsafe Examples in Large Language Models Jiachen Zhao Zhun Deng David Madras James Zou Mengye Ren MU KELM CLL 80 16 0 20 Dec 2023
PromptBench: A Unified Library for Evaluation of Large Language Models Kaijie Zhu Qinlin Zhao Hao Chen Jindong Wang Xing Xie ELM 51 18 0 13 Dec 2023
Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries Yiqiao Jin Mohit Chandra Gaurav Verma Yibo Hu Munmun De Choudhury Srijan Kumar LM&MA ELM 87 66 0 19 Oct 2023
Data Contamination Through the Lens of Time Manley Roberts Himanshu Thakur Christine Herlihy Colin White Samuel Dooley 84 31 0 16 Oct 2023
Does Progress On Object Recognition Benchmarks Improve Real-World Generalization? Megan Richards Polina Kirichenko Diane Bouchacourt Mark Ibrahim VLM 68 11 0 24 Jul 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,734 0 07 Apr 2023
BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning Changdae Oh Hyeji Hwang Hee-young Lee Yongtaek Lim Geunyoung Jung Jiyoung Jung Hosik Choi Kyungwoo Song VLM VPVLM 83 57 0 26 Mar 2023
Data Portraits: Recording Foundation Model Training Data Marc Marone Benjamin Van Durme 137 30 0 06 Mar 2023
Knowledge Unlearning for Mitigating Privacy Risks in Language Models Joel Jang Dongkeun Yoon Sohee Yang Sungmin Cha Moontae Lee Lajanugen Logeswaran Minjoon Seo KELM PILM MU 147 190 0 04 Oct 2022
Simplify Your Law: Using Information Theory to Deduplicate Legal Documents Corinna Coupette Jyotsna Singh Holger Spamann AILaw 48 2 0 02 Oct 2021
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 242 591 0 14 Jul 2021
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 253 1,986 0 31 Dec 2020
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,918 0 31 Dec 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 231 4,460 0 23 Jan 2020
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 294 75,800 0 18 May 2015