2 papers
cs.CL2026
Agentic Framework for Political Biography Extraction
Yifei Zhu, Songpo Yang, Jiangnan Zhu +1
The production of large-scale political datasets typically demands extracting structured facts from vast piles of unstructured documents or web sources, a task that traditionally r…
cs.AI2026
Large Language Models Can Take False First Steps at Inference-time Planning
Haijiang Yan, Jian-Qiao Zhu, Adam Sanborn
Large language models (LLMs) have been shown to acquire sequence-level planning abilities during training, yet their planning behavior exhibited at inference time often appears sho…