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Towards Measuring the Representation of Subjective Global Opinions in
  Language Models

Towards Measuring the Representation of Subjective Global Opinions in Language Models

28 June 2023
Esin Durmus
Karina Nyugen
Thomas I. Liao
Nicholas Schiefer
Amanda Askell
A. Bakhtin
Carol Chen
Zac Hatfield-Dodds
Danny Hernandez
Nicholas Joseph
Liane Lovitt
Sam McCandlish
Orowa Sikder
Alex Tamkin
Janel Thamkul
Jared Kaplan
Jack Clark
Deep Ganguli
ArXivPDFHTML

Papers citing "Towards Measuring the Representation of Subjective Global Opinions in Language Models"

42 / 42 papers shown
Title
Improving LLM Personas via Rationalization with Psychological Scaffolds
Improving LLM Personas via Rationalization with Psychological Scaffolds
Brihi Joshi
Xiang Ren
Swabha Swayamdipta
Rik Koncel-Kedziorski
Tim Paek
68
0
0
25 Apr 2025
Values in the Wild: Discovering and Analyzing Values in Real-World Language Model Interactions
Values in the Wild: Discovering and Analyzing Values in Real-World Language Model Interactions
Saffron Huang
Esin Durmus
Miles McCain
Kunal Handa
Alex Tamkin
Jerry Hong
Michael Stern
Arushi Somani
Xiuruo Zhang
Deep Ganguli
VLM
40
1
0
21 Apr 2025
NoveltyBench: Evaluating Language Models for Humanlike Diversity
NoveltyBench: Evaluating Language Models for Humanlike Diversity
Yiming Zhang
Harshita Diddee
Susan Holm
Hanchen Liu
Xinyue Liu
Vinay Samuel
Barry Wang
Daphne Ippolito
29
1
0
07 Apr 2025
AI as a deliberative partner fosters intercultural empathy for Americans but fails for Latin American participants
AI as a deliberative partner fosters intercultural empathy for Americans but fails for Latin American participants
Isabel Villanueva
Tara Bobinac
Binwei Yao
Junjie Hu
Kaiping Chen
29
0
0
04 Apr 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications
Jian-Yu Guan
J. Wu
J. Li
Chuanqi Cheng
Wei Yu Wu
LM&MA
69
0
0
21 Mar 2025
Designing Speech Technologies for Australian Aboriginal English: Opportunities, Risks and Participation
Designing Speech Technologies for Australian Aboriginal English: Opportunities, Risks and Participation
Ben Hutchinson
Celeste Rodríguez Louro
Glenys Collard
Ned Cooper
57
0
0
05 Mar 2025
Societal Alignment Frameworks Can Improve LLM Alignment
Karolina Stañczak
Nicholas Meade
Mehar Bhatia
Hattie Zhou
Konstantin Böttinger
...
Timothy P. Lillicrap
Ana Marasović
Sylvie Delacroix
Gillian K. Hadfield
Siva Reddy
59
0
0
27 Feb 2025
Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations
Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations
Yong Cao
Haijiang Liu
Arnav Arora
Isabelle Augenstein
Paul Röttger
Daniel Hershcovich
49
1
0
20 Feb 2025
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages
Junho Myung
Nayeon Lee
Yi Zhou
Jiho Jin
Rifki Afina Putri
...
Seid Muhie Yimam
Mohammad Taher Pilehvar
N. Ousidhoum
Jose Camacho-Collados
Alice H. Oh
87
30
0
17 Jan 2025
Scopes of Alignment
Scopes of Alignment
Kush R. Varshney
Zahra Ashktorab
Djallel Bouneffouf
Matthew D Riemer
Justin D. Weisz
34
0
0
15 Jan 2025
Extracting Affect Aggregates from Longitudinal Social Media Data with Temporal Adapters for Large Language Models
Extracting Affect Aggregates from Longitudinal Social Media Data with Temporal Adapters for Large Language Models
Georg Ahnert
Max Pellert
David García
M. Strohmaier
35
0
0
10 Jan 2025
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning
Wonduk Seo
Zonghao Yuan
Yi Bu
VLM
48
0
0
02 Jan 2025
Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements
Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements
Jingyu Zhang
Ahmed Elgohary
Ahmed Magooda
Daniel Khashabi
Benjamin Van Durme
50
2
0
11 Oct 2024
DailyDilemmas: Revealing Value Preferences of LLMs with Quandaries of Daily Life
DailyDilemmas: Revealing Value Preferences of LLMs with Quandaries of Daily Life
Yu Ying Chiu
Liwei Jiang
Yejin Choi
48
2
0
03 Oct 2024
Open-World Evaluation for Retrieving Diverse Perspectives
Open-World Evaluation for Retrieving Diverse Perspectives
Hung-Ting Chen
Eunsol Choi
30
0
0
26 Sep 2024
United in Diversity? Contextual Biases in LLM-Based Predictions of the 2024 European Parliament Elections
United in Diversity? Contextual Biases in LLM-Based Predictions of the 2024 European Parliament Elections
Leah von der Heyde
Anna Haensch
Alexander Wenz
Bolei Ma
49
2
0
29 Aug 2024
Personality Alignment of Large Language Models
Personality Alignment of Large Language Models
Minjun Zhu
Linyi Yang
Yue Zhang
Yue Zhang
ALM
52
5
0
21 Aug 2024
Legal Minds, Algorithmic Decisions: How LLMs Apply Constitutional
  Principles in Complex Scenarios
Legal Minds, Algorithmic Decisions: How LLMs Apply Constitutional Principles in Complex Scenarios
Camilla Bignotti
C. Camassa
AILaw
ELM
34
1
0
29 Jul 2024
Few-shot Personalization of LLMs with Mis-aligned Responses
Few-shot Personalization of LLMs with Mis-aligned Responses
Jaehyung Kim
Yiming Yang
35
7
0
26 Jun 2024
Does Cross-Cultural Alignment Change the Commonsense Morality of
  Language Models?
Does Cross-Cultural Alignment Change the Commonsense Morality of Language Models?
Yuu Jinnai
47
1
0
24 Jun 2024
Translating Across Cultures: LLMs for Intralingual Cultural Adaptation
Translating Across Cultures: LLMs for Intralingual Cultural Adaptation
Pushpdeep Singh
Mayur Patidar
L. Vig
24
4
0
20 Jun 2024
Extrinsic Evaluation of Cultural Competence in Large Language Models
Extrinsic Evaluation of Cultural Competence in Large Language Models
Shaily Bhatt
Fernando Diaz
ELM
EGVM
47
4
0
17 Jun 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
Holy Lovenia
Rahmad Mahendra
Salsabil Maulana Akbar
Lester James Validad Miranda
Jennifer Santoso
...
Genta Indra Winata
Ruochen Zhang
Fajri Koto
Zheng-Xin Yong
Samuel Cahyawijaya
74
9
0
14 Jun 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
Seungone Kim
Juyoung Suk
Ji Yong Cho
Shayne Longpre
Chaeeun Kim
...
Sean Welleck
Graham Neubig
Moontae Lee
Kyungjae Lee
Minjoon Seo
ELM
ALM
LM&MA
90
29
0
09 Jun 2024
Building Better AI Agents: A Provocation on the Utilisation of Persona
  in LLM-based Conversational Agents
Building Better AI Agents: A Provocation on the Utilisation of Persona in LLM-based Conversational Agents
Guangzhi Sun
Xiao Zhan
Jose Such
22
22
0
26 May 2024
High-Dimension Human Value Representation in Large Language Models
High-Dimension Human Value Representation in Large Language Models
Samuel Cahyawijaya
Delong Chen
Yejin Bang
Leila Khalatbari
Bryan Wilie
Ziwei Ji
Etsuko Ishii
Pascale Fung
60
5
0
11 Apr 2024
SafetyPrompts: a Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety
SafetyPrompts: a Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety
Paul Röttger
Fabio Pernisi
Bertie Vidgen
Dirk Hovy
ELM
KELM
53
30
0
08 Apr 2024
Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a
  Large Language Model Based on Group-Level Demographic Information
Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information
Seungjong Sun
Eungu Lee
Dongyan Nan
Xiangying Zhao
Wonbyung Lee
Bernard J. Jansen
Jang Hyun Kim
39
17
0
28 Feb 2024
A Language Model's Guide Through Latent Space
A Language Model's Guide Through Latent Space
Dimitri von Rutte
Sotiris Anagnostidis
Gregor Bachmann
Thomas Hofmann
27
21
0
22 Feb 2024
The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support
The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support
Inhwa Song
Sachin R. Pendse
Neha Kumar
Munmun De Choudhury
AI4MH
33
16
0
25 Jan 2024
Crowd-PrefRL: Preference-Based Reward Learning from Crowds
Crowd-PrefRL: Preference-Based Reward Learning from Crowds
David Chhan
Ellen R. Novoseller
Vernon J. Lawhern
27
5
0
17 Jan 2024
Loquacity and Visible Emotion: ChatGPT as a Policy Advisor
Loquacity and Visible Emotion: ChatGPT as a Policy Advisor
Claudia Biancotti
C. Camassa
13
2
0
07 Sep 2023
Cultural Alignment in Large Language Models: An Explanatory Analysis
  Based on Hofstede's Cultural Dimensions
Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural Dimensions
Reem I. Masoud
Ziquan Liu
Martin Ferianc
Philip C. Treleaven
Miguel R. D. Rodrigues
11
49
0
25 Aug 2023
A Human Rights-Based Approach to Responsible AI
A Human Rights-Based Approach to Responsible AI
Vinodkumar Prabhakaran
Margaret Mitchell
Timnit Gebru
Iason Gabriel
23
35
0
06 Oct 2022
Improving alignment of dialogue agents via targeted human judgements
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
225
495
0
28 Sep 2022
Moral Mimicry: Large Language Models Produce Moral Rationalizations
  Tailored to Political Identity
Moral Mimicry: Large Language Models Produce Moral Rationalizations Tailored to Political Identity
Gabriel Simmons
98
57
0
24 Sep 2022
CommunityLM: Probing Partisan Worldviews from Language Models
CommunityLM: Probing Partisan Worldviews from Language Models
Hang Jiang
Doug Beeferman
Brandon Roy
Dwaipayan Roy
86
30
0
15 Sep 2022
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors,
  and Lessons Learned
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
218
441
0
23 Aug 2022
Fantastically Ordered Prompts and Where to Find Them: Overcoming
  Few-Shot Prompt Order Sensitivity
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity
Yao Lu
Max Bartolo
Alastair Moore
Sebastian Riedel
Pontus Stenetorp
AILaw
LRM
274
1,114
0
18 Apr 2021
Understanding the Capabilities, Limitations, and Societal Impact of
  Large Language Models
Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models
Alex Tamkin
Miles Brundage
Jack Clark
Deep Ganguli
AILaw
ELM
192
248
0
04 Feb 2021
Fine-Tuning Language Models from Human Preferences
Fine-Tuning Language Models from Human Preferences
Daniel M. Ziegler
Nisan Stiennon
Jeff Wu
Tom B. Brown
Alec Radford
Dario Amodei
Paul Christiano
G. Irving
ALM
275
1,561
0
18 Sep 2019
The Woman Worked as a Babysitter: On Biases in Language Generation
The Woman Worked as a Babysitter: On Biases in Language Generation
Emily Sheng
Kai-Wei Chang
Premkumar Natarajan
Nanyun Peng
204
607
0
03 Sep 2019
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