Large language models (LLMs) have made significant progress in natural language
processing tasks and demonstrate considerable potential in the legal domain. However …

In the fast-evolving domain of artificial intelligence, large language models (LLMs) such as
GPT-3 and GPT-4 are revolutionizing the landscapes of finance, healthcare, and law …

Abstract Generative Artificial Intelligence models are Artificial Intelligence models that
generate new content based on a prompt or input. The output content can be in various …

Accurate and consistent evaluation is crucial for decision-making across numerous fields,
yet it remains a challenging task due to inherent subjectivity, variability, and scale. Large …

Keyphrase Prediction (KP) is essential for identifying keyphrases in a document that can
summarize its content. However, recent Natural Language Processing (NLP) advances have …

The proliferation of AI technologies has brought to the forefront concerns regarding the
privacy and security of user data, particularly with the increasing deployment of powerful …

Rationality is characterized by logical thinking and decision-making that align with evidence
and logical rules. This quality is essential for effective problem-solving, as it ensures that …

Medical images and radiology reports are essential for physicians to diagnose medical
conditions. However, the vast diversity and cross-source heterogeneity inherent in these …

With the increasing use of large language models (LLMs), ensuring reliable performance in
diverse, real-world environments is essential. Despite their remarkable achievements, LLMs …

LLMs have shown remarkable capabilities, but precisely controlling their response behavior
remains challenging. Existing activation steering methods alter LLM behavior …