The future landscape of large language models in medicine
Large language models (LLMs) are artificial intelligence (AI) tools specifically trained to
process and generate text. LLMs attracted substantial public attention after OpenAI's …
process and generate text. LLMs attracted substantial public attention after OpenAI's …
Combating misinformation in the age of llms: Opportunities and challenges
Misinformation such as fake news and rumors is a serious threat for information ecosystems
and public trust. The emergence of large language models (LLMs) has great potential to …
and public trust. The emergence of large language models (LLMs) has great potential to …
Llama 2: Open foundation and fine-tuned chat models
In this work, we develop and release Llama 2, a collection of pretrained and fine-tuned large
language models (LLMs) ranging in scale from 7 billion to 70 billion parameters. Our fine …
language models (LLMs) ranging in scale from 7 billion to 70 billion parameters. Our fine …
From pretraining data to language models to downstream tasks: Tracking the trails of political biases leading to unfair NLP models
Language models (LMs) are pretrained on diverse data sources, including news, discussion
forums, books, and online encyclopedias. A significant portion of this data includes opinions …
forums, books, and online encyclopedias. A significant portion of this data includes opinions …
[PDF][PDF] Ai transparency in the age of llms: A human-centered research roadmap
The rise of powerful large language models (LLMs) brings about tremendous opportunities
for innovation but also looming risks for individuals and society at large. We have reached a …
for innovation but also looming risks for individuals and society at large. We have reached a …
A survey on fairness in large language models
Large language models (LLMs) have shown powerful performance and development
prospect and are widely deployed in the real world. However, LLMs can capture social …
prospect and are widely deployed in the real world. However, LLMs can capture social …
The foundation model transparency index
Foundation models have rapidly permeated society, catalyzing a wave of generative AI
applications spanning enterprise and consumer-facing contexts. While the societal impact of …
applications spanning enterprise and consumer-facing contexts. While the societal impact of …
Ssd-lm: Semi-autoregressive simplex-based diffusion language model for text generation and modular control
Despite the growing success of diffusion models in continuous-valued domains (eg,
images), similar efforts for discrete domains such as text have yet to match the performance …
images), similar efforts for discrete domains such as text have yet to match the performance …
Leak, cheat, repeat: Data contamination and evaluation malpractices in closed-source llms
Natural Language Processing (NLP) research is increasingly focusing on the use of Large
Language Models (LLMs), with some of the most popular ones being either fully or partially …
Language Models (LLMs), with some of the most popular ones being either fully or partially …
A survey on detection of llms-generated content
The burgeoning capabilities of advanced large language models (LLMs) such as ChatGPT
have led to an increase in synthetic content generation with implications across a variety of …
have led to an increase in synthetic content generation with implications across a variety of …