Trustllm: Trustworthiness in large language models
Large language models (LLMs), exemplified by ChatGPT, have gained considerable
attention for their excellent natural language processing capabilities. Nonetheless, these …
attention for their excellent natural language processing capabilities. Nonetheless, these …
[HTML][HTML] Position: TrustLLM: Trustworthiness in large language models
Large language models (LLMs) have gained considerable attention for their excellent
natural language processing capabilities. Nonetheless, these LLMs present many …
natural language processing capabilities. Nonetheless, these LLMs present many …
Fairness in large language models: A taxonomic survey
Large Language Models (LLMs) have demonstrated remarkable success across various
domains. However, despite their promising performance in numerous real-world …
domains. However, despite their promising performance in numerous real-world …
Large language models, social demography, and hegemony: comparing authorship in human and synthetic text
Large language models have become popular over a short period of time because they can
generate text that resembles human writing across various domains and tasks. The …
generate text that resembles human writing across various domains and tasks. The …
The life cycle of large language models: A review of biases in education
Large Language Models (LLMs) are increasingly adopted in educational contexts to provide
personalized support to students and teachers. The unprecedented capacity of LLM-based …
personalized support to students and teachers. The unprecedented capacity of LLM-based …
Casteist but not racist? quantifying disparities in large language model bias between india and the west
Large Language Models (LLMs), now used daily by millions of users, can encode societal
biases, exposing their users to representational harms. A large body of scholarship on LLM …
biases, exposing their users to representational harms. A large body of scholarship on LLM …
(A) I Am Not a Lawyer, But...: Engaging Legal Experts towards Responsible LLM Policies for Legal Advice
Large language models (LLMs) are increasingly capable of providing users with advice in a
wide range of professional domains, including legal advice. However, relying on LLMs for …
wide range of professional domains, including legal advice. However, relying on LLMs for …
Fairness in large language models in three hours
Large Language Models (LLMs) have demonstrated remarkable success across various
domains but often lack fairness considerations, potentially leading to discriminatory …
domains but often lack fairness considerations, potentially leading to discriminatory …
Bias and fairness in large language models: A survey
Rapid advancements of large language models (LLMs) have enabled the processing,
understanding, and generation of human-like text, with increasing integration into systems …
understanding, and generation of human-like text, with increasing integration into systems …
Walking in Others' Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias
The common toxicity and societal bias in contents generated by large language models
(LLMs) necessitate strategies to reduce harm. Present solutions often demand white-box …
(LLMs) necessitate strategies to reduce harm. Present solutions often demand white-box …