High-Dimension Human Value Representation in Large Language Models

High-Dimension Human Value Representation in Large Language Models

11 April 2024

Samuel Cahyawijaya

Leila Khalatbari

Papers citing "High-Dimension Human Value Representation in Large Language Models"

18 / 18 papers shown

Title
SEER: Self-Explainability Enhancement of Large Language Models' Representations Guanxu Chen Dongrui Liu Tao Luo Jing Shao LRM MILM 56 1 0 07 Feb 2025
Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models Haoran Ye T. Zhang Yuhang Xie Liyuan Zhang Yuanyi Ren Xin Zhang Guojie Song PILM 72 0 0 04 Feb 2025
Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models Haoran Ye Yuhang Xie Yuanyi Ren Hanjun Fang Xin Zhang Guojie Song LM&MA 24 1 0 18 Sep 2024
SEAL: Systematic Error Analysis for Value ALignment Manon Revel Matteo Cargnelutti Tyna Eloundou Greg Leppert 34 3 0 16 Aug 2024
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages Samuel Cahyawijaya Holy Lovenia Fajri Koto Rifki Afina Putri Emmanuel Dave ... Bryan Wilie Genta Indra Winata Alham Fikri Aji Ayu Purwarianti Pascale Fung 36 15 0 09 Apr 2024
LLMs Are Few-Shot In-Context Low-Resource Language Learners Samuel Cahyawijaya Holy Lovenia Pascale Fung 27 32 0 25 Mar 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning Shivalika Singh Freddie Vargus Daniel D'souza Börje F. Karlsson Abinaya Mahendiran ... Max Bartolo Julia Kreutzer A. Ustun Marzieh Fadaee Sara Hooker 113 115 0 09 Feb 2024
Self-Rewarding Language Models Weizhe Yuan Richard Yuanzhe Pang Kyunghyun Cho Xian Li Sainbayar Sukhbaatar Jing Xu Jason Weston ReLM SyDa ALM LRM 215 291 0 18 Jan 2024
An Empirical Study of Instruction-tuning Large Language Models in Chinese Q. Si Tong Wang Zheng Lin Xu Zhang Yanan Cao Weiping Wang ALM 42 16 0 11 Oct 2023
Heterogeneous Value Alignment Evaluation for Large Language Models Zhaowei Zhang Ceyao Zhang N. Liu Siyuan Qi Ziqi Rong Song-Chun Zhu Shuguang Cui Yaodong Yang 40 6 0 26 May 2023
Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning Haowen Chen Yiming Zhang Qi Zhang Hantao Yang Xiaomeng Hu Xuetao Ma Yifan YangGong J. Zhao ALM 55 46 0 16 May 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 237 840 0 05 Oct 2022
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 220 495 0 28 Sep 2022
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Deep Ganguli Liane Lovitt John Kernion Amanda Askell Yuntao Bai ... Nicholas Joseph Sam McCandlish C. Olah Jared Kaplan Jack Clark 213 327 0 23 Aug 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021
Contrastive Learning Inverts the Data Generating Process Roland S. Zimmermann Yash Sharma Steffen Schneider Matthias Bethge Wieland Brendel SSL 227 206 0 17 Feb 2021
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 29,632 0 16 Jan 2013