The pursuit of Artificial General Intelligence (AGI) has captivated researchers and industry
leaders alike, promising a future where machines possess human-like cognitive abilities …

Misinformation such as fake news and rumors is a serious threat on information ecosystems
and public trust. The emergence of Large Language Models (LLMs) has great potential to …

Responding to the rapid roll-out and large-scale commercialization of foundation models,
large language models, and generative AI, an emerging body of work is shedding light on …

Since the introduction of ChatGPT, the leading example of Generative Artificial Intelligence
(GenAI), the research community and the general public have been captivated by GenAI's …

Abstract Machine learning has proven to be a powerful tool for knowledge extraction from
large data sets across different domains. Data quality and results interpretability are …

In the rapidly evolving domain of machine learning, the ability to adapt to unforeseen
circumstances and novel data types is of paramount importance. The deployment of Artificial …

On March 29, 2023, the Future of Life Institute (FLI) published an open letter calling on “all AI
labs to immediately pause for at least 6 months the training of AI systems more powerful than …

As large language models continue to advance in Artificial Intelligence (AI), text generation
systems have been shown to suffer from a problematic phenomenon termed often as" …

Abstract In April 2021, the European Commission proposed the Artificial Intelligence Act
(AIA) to regulate AI throughout Europe. This regulation categorizes AI risks based on their …

This paper mainly describes a unified system for hallucination detection of LLMs, which wins
the second prize in the model-agnostic track of the SemEval-2024 Task 6, and also achieves …