Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …
Ai alignment: A comprehensive survey
AI alignment aims to make AI systems behave in line with human intentions and values. As
AI systems grow more capable, the potential large-scale risks associated with misaligned AI …
AI systems grow more capable, the potential large-scale risks associated with misaligned AI …
Personality traits in large language models
The advent of large language models (LLMs) has revolutionized natural language
processing, enabling the generation of coherent and contextually relevant human-like text …
processing, enabling the generation of coherent and contextually relevant human-like text …
Evaluating the moral beliefs encoded in llms
This paper presents a case study on the design, administration, post-processing, and
evaluation of surveys on large language models (LLMs). It comprises two components:(1) A …
evaluation of surveys on large language models (LLMs). It comprises two components:(1) A …
Having beer after prayer? measuring cultural bias in large language models
As the reach of large language models (LMs) expands globally, their ability to cater to
diverse cultural contexts becomes crucial. Despite advancements in multilingual …
diverse cultural contexts becomes crucial. Despite advancements in multilingual …
Rewardbench: Evaluating reward models for language modeling
Reward models (RMs) are at the crux of successful RLHF to align pretrained models to
human preferences, yet there has been relatively little study that focuses on evaluation of …
human preferences, yet there has been relatively little study that focuses on evaluation of …
Diminished diversity-of-thought in a standard large language model
PS Park, P Schoenegger, C Zhu - Behavior Research Methods, 2024 - Springer
We test whether large language models (LLMs) can be used to simulate human participants
in social-science studies. To do this, we ran replications of 14 studies from the Many Labs 2 …
in social-science studies. To do this, we ran replications of 14 studies from the Many Labs 2 …
Exploring the psychology of LLMs' moral and legal reasoning
Large language models (LLMs) exhibit expert-level performance in tasks across a wide
range of different domains. Ethical issues raised by LLMs and the need to align future …
range of different domains. Ethical issues raised by LLMs and the need to align future …
Exploring the psychology of GPT-4's Moral and Legal Reasoning
Large language models have been used as the foundation of highly sophisticated artificial
intelligences, capable of delivering human-like responses to probes about legal and moral …
intelligences, capable of delivering human-like responses to probes about legal and moral …
Emergence of scale-free networks in social interactions among large language models
Scale-free networks are one of the most famous examples of emergent behavior and are
ubiquitous in social systems, especially online social media in which users can follow each …
ubiquitous in social systems, especially online social media in which users can follow each …