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Towards trustworthy LLMs: a review on debiasing and dehallucinating in large language models
Z Lin, S Guan, W Zhang, H Zhang, Y Li… - Artificial Intelligence …, 2024 - Springer
Recently, large language models (LLMs) have attracted considerable attention due to their
remarkable capabilities. However, LLMs' generation of biased or hallucinatory content …
remarkable capabilities. However, LLMs' generation of biased or hallucinatory content …
[HTML][HTML] The impact of generative conversational artificial intelligence on the Lesbian, gay, Bisexual, transgender, and queer community: sco** review
Background Despite recent significant strides toward acceptance, inclusion, and equality,
members of the lesbian, gay, bisexual, transgender, and queer (LGBTQ) community still face …
members of the lesbian, gay, bisexual, transgender, and queer (LGBTQ) community still face …
Siren's song in the AI ocean: a survey on hallucination in large language models
While large language models (LLMs) have demonstrated remarkable capabilities across a
range of downstream tasks, a significant concern revolves around their propensity to exhibit …
range of downstream tasks, a significant concern revolves around their propensity to exhibit …
Autogen: Enabling next-gen llm applications via multi-agent conversation
AutoGen is an open-source framework that allows developers to build LLM applications via
multiple agents that can converse with each other to accomplish tasks. AutoGen agents are …
multiple agents that can converse with each other to accomplish tasks. AutoGen agents are …
[HTML][HTML] More human than human: measuring ChatGPT political bias
We investigate the political bias of a large language model (LLM), ChatGPT, which has
become popular for retrieving factual information and generating content. Although ChatGPT …
become popular for retrieving factual information and generating content. Although ChatGPT …
Dolma: An open corpus of three trillion tokens for language model pretraining research
Information about pretraining corpora used to train the current best-performing language
models is seldom discussed: commercial models rarely detail their data, and even open …
models is seldom discussed: commercial models rarely detail their data, and even open …
[HTML][HTML] Ethical ChatGPT: Concerns, challenges, and commandments
Large language models, eg, Chat Generative Pre-Trained Transformer (also known as
ChatGPT), are currently contributing enormously to making artificial intelligence even more …
ChatGPT), are currently contributing enormously to making artificial intelligence even more …
On llms-driven synthetic data generation, curation, and evaluation: A survey
Within the evolving landscape of deep learning, the dilemma of data quantity and quality has
been a long-standing problem. The recent advent of Large Language Models (LLMs) offers …
been a long-standing problem. The recent advent of Large Language Models (LLMs) offers …
Openbias: Open-set bias detection in text-to-image generative models
Text-to-image generative models are becoming increasingly popular and accessible to the
general public. As these models see large-scale deployments it is necessary to deeply …
general public. As these models see large-scale deployments it is necessary to deeply …
[HTML][HTML] Multimodal large language models in health care: applications, challenges, and future outlook
In the complex and multidimensional field of medicine, multimodal data are prevalent and
crucial for informed clinical decisions. Multimodal data span a broad spectrum of data types …
crucial for informed clinical decisions. Multimodal data span a broad spectrum of data types …