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In-Context Impersonation Reveals Large Language Models' Strengths and
  Biases

In-Context Impersonation Reveals Large Language Models' Strengths and Biases

24 May 2023
Leonard Salewski
Stephan Alaniz
Isabel Rio-Torto
Eric Schulz
Zeynep Akata
ArXivPDFHTML

Papers citing "In-Context Impersonation Reveals Large Language Models' Strengths and Biases"

50 / 109 papers shown
Title
Large language models could be rote learners
Large language models could be rote learners
Yuyang Xu
Renjun Hu
Haochao Ying
J. Wu
Xing Shi
Wei Lin
ELM
48
0
0
11 Apr 2025
EfficientLLaVA:Generalizable Auto-Pruning for Large Vision-language Models
EfficientLLaVA:Generalizable Auto-Pruning for Large Vision-language Models
Yinan Liang
Z. Wang
Xiuwei Xu
Jie Zhou
Jiwen Lu
VLM
LRM
41
0
0
19 Mar 2025
LLM Generated Persona is a Promise with a Catch
LLM Generated Persona is a Promise with a Catch
Ang Li
Haozhe Chen
Hongseok Namkoong
Tianyi Peng
51
1
0
18 Mar 2025
A Multi-Labeled Dataset for Indonesian Discourse: Examining Toxicity, Polarization, and Demographics Information
Lucky Susanto
M. Wijanarko
Prasetia Anugrah Pratama
Zilu Tang
Fariz Akyas
Traci Hong
Ika Idris
Alham Fikri Aji
Derry Wijaya
34
0
0
01 Mar 2025
A Thousand Words or An Image: Studying the Influence of Persona Modality in Multimodal LLMs
A Thousand Words or An Image: Studying the Influence of Persona Modality in Multimodal LLMs
Julius Broomfield
Kartik Sharma
Srijan Kumar
34
0
0
27 Feb 2025
Designing Role Vectors to Improve LLM Inference Behaviour
Designing Role Vectors to Improve LLM Inference Behaviour
Daniele Potertì
Andrea Seveso
Fabio Mercorio
LLMSV
42
0
0
17 Feb 2025
An Empirical Analysis of Uncertainty in Large Language Model Evaluations
An Empirical Analysis of Uncertainty in Large Language Model Evaluations
Qiujie Xie
Qingqiu Li
Zhuohao Yu
Yuejie Zhang
Yue Zhang
Linyi Yang
ELM
53
1
0
15 Feb 2025
PRISMe: A Novel LLM-Powered Tool for Interactive Privacy Policy Assessment
Vincent Freiberger
Arthur Fleig
Erik Buchmann
40
0
0
28 Jan 2025
Are Human Interactions Replicable by Generative Agents? A Case Study on Pronoun Usage in Hierarchical Interactions
Naihao Deng
Rada Mihalcea
45
0
0
28 Jan 2025
Unmasking Conversational Bias in AI Multiagent Systems
Unmasking Conversational Bias in AI Multiagent Systems
Erica Coppolillo
Giuseppe Manco
Luca Maria Aiello
LLMAG
47
0
0
24 Jan 2025
The potential -- and the pitfalls -- of using pre-trained language models as cognitive science theories
The potential -- and the pitfalls -- of using pre-trained language models as cognitive science theories
Raj Sanjay Shah
Sashank Varma
LRM
80
0
0
22 Jan 2025
Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives
Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives
Xinyao Ma
Rui Zhu
Zihao Wang
Jingwei Xiong
Qingyu Chen
Haixu Tang
L. Jean Camp
Lucila Ohno-Machado
LM&MA
34
0
0
12 Jan 2025
VicSim: Enhancing Victim Simulation with Emotional and Linguistic Fidelity
Yerong Li
Yiren Liu
Yun Huang
37
0
0
06 Jan 2025
Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with
  an LLM-Enabled Simulation
Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation
Zirong Chen
Elizabeth Chason
Noah Mladenovski
Erin Wilson
Kristin Mullen
Stephen Martini
Meiyi Ma
70
2
0
22 Dec 2024
ClarityEthic: Explainable Moral Judgment Utilizing Contrastive Ethical Insights from Large Language Models
ClarityEthic: Explainable Moral Judgment Utilizing Contrastive Ethical Insights from Large Language Models
Yuxi Sun
Wei Gao
Jing Ma
Hongzhan Lin
Ziyang Luo
Wenxuan Zhang
ELM
68
0
0
17 Dec 2024
TransitGPT: A Generative AI-based framework for interacting with GTFS
  data using Large Language Models
TransitGPT: A Generative AI-based framework for interacting with GTFS data using Large Language Models
Saipraneeth Devunuri
Lewis J. Lehe
LM&MA
68
1
0
07 Dec 2024
One fish, two fish, but not the whole sea: Alignment reduces language
  models' conceptual diversity
One fish, two fish, but not the whole sea: Alignment reduces language models' conceptual diversity
Sonia K. Murthy
Tomer Ullman
Jennifer Hu
ALM
24
10
0
07 Nov 2024
PhDGPT: Introducing a psychometric and linguistic dataset about how
  large language models perceive graduate students and professors in psychology
PhDGPT: Introducing a psychometric and linguistic dataset about how large language models perceive graduate students and professors in psychology
Edoardo Sebastiano De Duro
Enrique Taietta
Riccardo Improta
Massimo Stella
AI4CE
28
0
0
06 Nov 2024
Advancements and limitations of LLMs in replicating human color-word associations
Advancements and limitations of LLMs in replicating human color-word associations
Makoto Fukushima
Shusuke Eshita
Hiroshige Fukuhara
41
0
0
04 Nov 2024
Quantifying Risk Propensities of Large Language Models: Ethical Focus and Bias Detection through Role-Play
Quantifying Risk Propensities of Large Language Models: Ethical Focus and Bias Detection through Role-Play
Yifan Zeng
Liang Kairong
Fangzhou Dong
Peijia Zheng
44
0
0
26 Oct 2024
Scene Graph Generation with Role-Playing Large Language Models
Scene Graph Generation with Role-Playing Large Language Models
Guikun Chen
Jin Li
Wenguan Wang
VLM
37
5
0
20 Oct 2024
Boardwalk Empire: How Generative AI is Revolutionizing Economic
  Paradigms
Boardwalk Empire: How Generative AI is Revolutionizing Economic Paradigms
Subramanyam Sahoo
Kamlesh Dutta
25
1
0
19 Oct 2024
LLM-SmartAudit: Advanced Smart Contract Vulnerability Detection
LLM-SmartAudit: Advanced Smart Contract Vulnerability Detection
Zhiyuan Wei
Jing Sun
Zijiang Zhang
Xianhao Zhang
Meng Li
Zhe Hou
21
3
0
12 Oct 2024
Is deeper always better? Replacing linear mappings with deep learning
  networks in the Discriminative Lexicon Model
Is deeper always better? Replacing linear mappings with deep learning networks in the Discriminative Lexicon Model
Maria Heitmeier
Valeria Schmidt
Hendrik P. A. Lensch
R. Baayen
31
1
0
05 Oct 2024
Large Language Models can Achieve Social Balance
Large Language Models can Achieve Social Balance
Pedro Cisneros-Velarde
31
1
0
05 Oct 2024
Boosting Weakly-Supervised Referring Image Segmentation via Progressive
  Comprehension
Boosting Weakly-Supervised Referring Image Segmentation via Progressive Comprehension
Zaiquan Yang
Yuhao Liu
Jiaying Lin
Gerhard Hancke
Rynson W. H. Lau
23
1
0
02 Oct 2024
"A Woman is More Culturally Knowledgeable than A Man?": The Effect of
  Personas on Cultural Norm Interpretation in LLMs
"A Woman is More Culturally Knowledgeable than A Man?": The Effect of Personas on Cultural Norm Interpretation in LLMs
M. Kamruzzaman
Hieu Minh Nguyen
Nazmul Hassan
Gene Louis Kim
16
0
0
18 Sep 2024
iToT: An Interactive System for Customized Tree-of-Thought Generation
iToT: An Interactive System for Customized Tree-of-Thought Generation
Alan Boyle
Isha Gupta
Sebastian Hönig
Lukas Mautner
Kenza Amara
Furui Cheng
Mennatallah El-Assady
LRM
LM&Ro
19
1
0
31 Aug 2024
SysBench: Can Large Language Models Follow System Messages?
SysBench: Can Large Language Models Follow System Messages?
Yanzhao Qin
Tao Zhang
Tao Zhang
Yanjun Shen
Wenjing Luo
...
Yujing Qiao
Weipeng Chen
Zenan Zhou
Wentao Zhang
Bin Cui
ALM
42
1
0
20 Aug 2024
Promoting Equality in Large Language Models: Identifying and Mitigating
  the Implicit Bias based on Bayesian Theory
Promoting Equality in Large Language Models: Identifying and Mitigating the Implicit Bias based on Bayesian Theory
Yongxin Deng
Xihe Qiu
Xiaoyu Tan
Jing Pan
Chen Jue
Zhijun Fang
Yinghui Xu
Wei Chu
Yuan Qi
18
1
0
20 Aug 2024
Are Social Sentiments Inherent in LLMs? An Empirical Study on Extraction
  of Inter-demographic Sentiments
Are Social Sentiments Inherent in LLMs? An Empirical Study on Extraction of Inter-demographic Sentiments
Kunitomo Tanaka
Ryohei Sasano
Koichi Takeda
21
0
0
08 Aug 2024
Using Large Language Models for the Interpretation of Building
  Regulations
Using Large Language Models for the Interpretation of Building Regulations
Stefan Fuchs
Michael Witbrock
J. Dimyadi
Robert Amor
AI4CE
AILaw
23
0
0
26 Jul 2024
AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description
AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description
Junyu Xie
Tengda Han
Max Bain
Arsha Nagrani
Gül Varol
Weidi Xie
Andrew Zisserman
VGen
25
7
0
22 Jul 2024
Perceptions of Linguistic Uncertainty by Language Models and Humans
Perceptions of Linguistic Uncertainty by Language Models and Humans
Catarina G Belém
Markelle Kelly
M. Steyvers
Sameer Singh
Padhraic Smyth
33
1
0
22 Jul 2024
Do LLMs have Consistent Values?
Do LLMs have Consistent Values?
Naama Rozen
G. Elidan
Amir Globerson
Ella Daniel
52
3
0
16 Jul 2024
Self-Prompt Tuning: Enable Autonomous Role-Playing in LLMs
Self-Prompt Tuning: Enable Autonomous Role-Playing in LLMs
Aobo Kong
Shiwan Zhao
Hao Chen
Qicheng Li
Yong Qin
Ruiqi Sun
Xin Zhou
Jiaming Zhou
Haoqin Sun
49
7
0
12 Jul 2024
Large Language Models can impersonate politicians and other public
  figures
Large Language Models can impersonate politicians and other public figures
Steffen Herbold
Alexander Trautsch
Zlata Kikteva
Annette Hautli-Janisz
HILM
27
2
0
09 Jul 2024
Generative Debunking of Climate Misinformation
Generative Debunking of Climate Misinformation
Francisco Zanartu
Yulia Otmakhova
John Cook
Lea Frermann
HILM
MU
27
1
0
08 Jul 2024
When LLMs Play the Telephone Game: Cumulative Changes and Attractors in
  Iterated Cultural Transmissions
When LLMs Play the Telephone Game: Cumulative Changes and Attractors in Iterated Cultural Transmissions
Jérémy Perez
Corentin Léger
Grgur Kovač
Cédric Colas
Gaia Molinaro
Maxime Derex
Pierre-Yves Oudeyer
Clément Moulin-Frier
31
5
0
05 Jul 2024
Generative Monoculture in Large Language Models
Generative Monoculture in Large Language Models
Fan Wu
Emily Black
Varun Chandrasekaran
SyDa
21
3
0
02 Jul 2024
Helpful assistant or fruitful facilitator? Investigating how personas
  affect language model behavior
Helpful assistant or fruitful facilitator? Investigating how personas affect language model behavior
Pedro Henrique Luz de Araujo
Benjamin Roth
30
3
0
02 Jul 2024
Development of Cognitive Intelligence in Pre-trained Language Models
Development of Cognitive Intelligence in Pre-trained Language Models
Raj Sanjay Shah
Khushi Bhardwaj
Sashank Varma
21
2
0
01 Jul 2024
Large Language Models Assume People are More Rational than We Really are
Large Language Models Assume People are More Rational than We Really are
Ryan Liu
Jiayi Geng
Joshua C. Peterson
Ilia Sucholutsky
Thomas L. Griffiths
54
16
0
24 Jun 2024
Human-AI collectives produce the most accurate differential diagnoses
Human-AI collectives produce the most accurate differential diagnoses
N. Zöller
Julian Berger
Irving Lin
Nathan Fu
Jayanth S Komarneni
...
Benjamin Harack
Eugene A. Chu
V. Trianni
Ralf H. J. M. Kurvers
Stefan M. Herzog
LM&MA
25
0
0
21 Jun 2024
Measuring Psychological Depth in Language Models
Measuring Psychological Depth in Language Models
Fabrice Harel-Canada
Hanyu Zhou
Sreya Mupalla
Zeynep Yildiz
Amit Sahai
Nanyun Peng
27
3
0
18 Jun 2024
Exploring Safety-Utility Trade-Offs in Personalized Language Models
Exploring Safety-Utility Trade-Offs in Personalized Language Models
Anvesh Rao Vijjini
Somnath Basu Roy Chowdhury
Snigdha Chaturvedi
33
6
0
17 Jun 2024
Bayesian Statistical Modeling with Predictors from LLMs
Bayesian Statistical Modeling with Predictors from LLMs
Michael Franke
Polina Tsvilodub
Fausto Carcassi
29
4
0
13 Jun 2024
Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in
  Large Language Models
Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models
Jisu Shin
Hoyun Song
Huije Lee
Soyeong Jeong
Jong C. Park
20
6
0
06 Jun 2024
LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text
  Classification
LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification
Chun Liu
Hongguang Zhang
Kainan Zhao
Xinghai Ju
Lin Yang
39
2
0
06 Jun 2024
Edinburgh Clinical NLP at MEDIQA-CORR 2024: Guiding Large Language
  Models with Hints
Edinburgh Clinical NLP at MEDIQA-CORR 2024: Guiding Large Language Models with Hints
Aryo Pradipta Gema
Chaeeun Lee
Pasquale Minervini
Luke Daines
T. I. Simpson
Beatrice Alex
19
1
0
28 May 2024
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