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The combination of the Bayesian game and learning has a rich history, with the idea of controlling a single agent in a system composed of multiple agents with unknown behaviors given a set of types, each specifying a possible behavior for…

机器学习 · 计算机科学 2024-11-21 Tongxin Li , Tinashe Handina , Shaolei Ren , Adam Wierman

We develop a structural econometric model to capture the decision dynamics of human evaluators on an online micro-lending platform, and estimate the model parameters using a real-world dataset. We find two types of biases in gender,…

机器学习 · 计算机科学 2022-01-11 Xiyang Hu , Yan Huang , Beibei Li , Tian Lu

Large Language Models (LLMs) are finding applications in all aspects of life, but their susceptibility to biases, particularly gender stereotyping, raises ethical concerns. This study introduces a novel methodology, a persona-based…

计算机与社会 · 计算机科学 2025-02-18 Rajesh Ranjan , Shailja Gupta , Surya Naranyan Singh

Large language models (LLMs) have demonstrated impressive capabilities across a variety of tasks, but their increasing autonomy in real-world applications raises concerns about their trustworthiness. While hallucinations-unintentional…

机器学习 · 计算机科学 2025-09-04 Haoran Huan , Mihir Prabhudesai , Mengning Wu , Shantanu Jaiswal , Deepak Pathak

Deliberate deceptiveness intended to gain an advantage is commonplace in human and animal societies. In a social dilemma, an individual may only pretend to be a cooperator to elicit cooperation from others, while in reality he is a…

物理与社会 · 物理学 2014-11-03 Attila Szolnoki , Matjaz Perc

While advances in fairness and alignment have helped mitigate overt biases exhibited by large language models (LLMs) when explicitly prompted, we hypothesize that these models may still exhibit implicit biases when simulating human…

计算与语言 · 计算机科学 2025-01-30 Yuxuan Li , Hirokazu Shirado , Sauvik Das

Acknowledgements in scientific articles suggest not only gratitude, but also the interactions among scientists. In this study, we examine the acknowledgement interactions employing data from open-access journals (PLOS series). We built an…

物理与社会 · 物理学 2021-04-06 Keigo Kusumegi , Yukie Sano

Gender stereotypes are pervasive beliefs about individuals based on their gender that play a significant role in shaping societal attitudes, behaviours, and even opportunities. Recognizing the negative implications of gender stereotypes,…

计算与语言 · 计算机科学 2024-04-19 Isar Nejadgholi , Kathleen C. Fraser , Anna Kerkhof , Svetlana Kiritchenko

Current research mainly explores the attributes and impact of online counterspeech, leaving a gap in understanding of who engages in online counterspeech or what motivates or deters users from participating. To investigate this, we surveyed…

人机交互 · 计算机科学 2024-03-27 Kaike Ping , Anisha Kumar , Xiaohan Ding , Eugenia Rho

We investigate the phenomenon of an LLM's untruthful response using a large set of 220 handcrafted linguistic features. We focus on GPT-3 models and find that the linguistic profiles of responses are similar across model sizes. That is, how…

计算与语言 · 计算机科学 2023-06-05 Bruce W. Lee , Benedict Florance Arockiaraj , Helen Jin

Large language models (LLMs) are increasingly being used in user-facing applications, from providing medical consultations to job interview advice. Recent research suggests that these models are becoming increasingly proficient at inferring…

计算与语言 · 计算机科学 2025-07-22 Matthew Kearney , Reuben Binns , Yarin Gal

A large body of research has found substantial gender bias in NLP systems. Most of this research takes a binary, essentialist view of gender: limiting its variation to the categories _men_ and _women_, conflating gender with sex, and…

计算与语言 · 计算机科学 2025-09-25 Ruby Ostrow , Adam Lopez

Always, if the number of states is equal to two; or if the number of receiver actions is equal to two and i. The number of states is three or fewer, or ii. The game is cheap talk, or ii. There are just two available messages for the sender.…

理论经济学 · 经济学 2020-01-28 Mark Whitmeyer

Situations where people have to decide between hurting themselves or another person are at the core of many individual and global conflicts. Yet little is known about how people behave when facing these situations in the lab. Here we report…

种群与进化 · 定量生物学 2014-12-23 Valerio Capraro

Online social media and games are increasingly replacing offline social activities. Social media is now an indispensable mode of communication; online gaming is not only a genuine social activity but also a popular spectator sport. With…

社会与信息网络 · 计算机科学 2016-11-24 Supun Nakandala , Giovanni Luca Ciampaglia , Norman Makoto Su , Yong-Yeol Ahn

People are regularly confronted with potentially deceptive statements (e.g., fake news, misleading product reviews, or lies about activities). Only few works on automated text-based deception detection have exploited the potential of deep…

计算与语言 · 计算机科学 2022-10-07 Loukas Ilias , Felix Soldner , Bennett Kleinberg

This study delves into the pervasive issue of gender issues in artificial intelligence (AI), specifically within automatic scoring systems for student-written responses. The primary objective is to investigate the presence of gender biases,…

计算机与社会 · 计算机科学 2025-01-29 Ehsan Latif , Xiaoming Zhai , Lei Liu

The size of pretrained models is increasing, and so is their performance on a variety of NLP tasks. However, as their memorization capacity grows, they might pick up more social biases. In this work, we examine the connection between model…

计算与语言 · 计算机科学 2022-06-22 Yarden Tal , Inbal Magar , Roy Schwartz

Unsupervised models of representations based on Contrastive Predictive Coding (CPC)[1] are primarily used in spoken language modelling in that they encode phonetic information. In this study, we ask what other types of information are…

音频与语音处理 · 电气工程与系统科学 2023-06-02 Maureen de Seyssel , Marvin Lavechin , Yossi Adi , Emmanuel Dupoux , Guillaume Wisniewski

The literature on the theme of gender differences in research performance indicates a quite evident gap in favor of men over women. Beyond the understanding of the factors that could be at the basis of this phenomenon, it is worthwhile…

数字图书馆 · 计算机科学 2018-10-31 Giovanni Abramo , Ciriaco Andrea D'Angelo