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 …

Large language models (LLMs) have dramatically enhanced the field of language
intelligence, as demonstrably evidenced by their formidable empirical performance across a …

To solve complex tasks, large language models (LLMs) often require multiple rounds of
interactions with the user, sometimes assisted by external tools. However, current evaluation …

The prominent large language models (LLMs) of today differ from past language models not
only in size, but also in the fact that they are trained on a combination of natural language …

Clinicians often rely on data engineers to retrieve complex patient information from
electronic health record (EHR) systems, a process that is both inefficient and time …

We introduce Eurus, a suite of large language models (LLMs) optimized for reasoning.
Finetuned from Mistral-7B and CodeLlama-70B, Eurus models achieve state-of-the-art …

Tables contain a significant portion of the world's structured information. The ability to
efficiently and accurately understand, process, reason about, analyze, and generate tabular …

Large Language Model (LLM) agents, capable of performing a broad range of actions, such
as invoking tools and controlling robots, show great potential in tackling real-world …

Information seeking and integration is a complex cognitive task that consumes enormous
time and effort. Inspired by the remarkable progress of Large Language Models, recent …

The vast majority of materials science knowledge exists in unstructured natural language,
yet structured data is crucial for innovative and systematic materials design. Traditionally, the …