Social media platforms are hubs for multimodal information exchange, encompassing text,
images, and videos, making it challenging for machines to comprehend the information or …

Peer review is fundamental to the integrity and advancement of scientific publication.
Traditional methods of peer review analyses often rely on exploration and statistics of …

The proliferation of Large Language Models (LLMs) has driven considerable interest in fine-
tuning them with domain-specific data to create specialized language models. Nevertheless …

Enhancing the reasoning capabilities of large language models (LLMs) remains a key
challenge, especially for tasks that require complex, multi-step decision-making. Humans …

Shortcut learning refers to the phenomenon where models employ simple, non-robust
decision rules in practical tasks, which hinders their generalization and robustness. With the …

Medical quality control indicators are essential to assess the qualifications of healthcare
institutions for medical services. With the impressive performance of large language models …

Tables serve as a fundamental format for representing structured relational data. While
current language models (LMs) excel at many text-based tasks, they still face challenges in …