Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

F Xu, Q Hao, Z Zong, J Wang, Y Zhang, J Wang… - arxiv preprint arxiv …, 2025 - arxiv.org
Language has long been conceived as an essential tool for human reasoning. The
breakthrough of Large Language Models (LLMs) has sparked significant research interest in …

Political-llm: Large language models in political science

L Li, J Li, C Chen, F Gui, H Yang, C Yu, Z Wang… - arxiv preprint arxiv …, 2024 - arxiv.org
In recent years, large language models (LLMs) have been widely adopted in political
science tasks such as election prediction, sentiment analysis, policy impact assessment, and …

" ChatGPT, Don't Tell Me What to Do": Designing AI for Context Analysis in Humanitarian Frontline Negotiations

ZI Ma, Y Mei, C Bruderlein, KZ Gajos, W Pan - arxiv preprint arxiv …, 2024 - arxiv.org
Frontline humanitarian negotiators are increasingly exploring ways to use AI tools in their
workflows. However, current AI-tools in negotiation primarily focus on outcomes, neglecting …

Fine Tuning Out-of-Vocabulary Item Recommendation with User Sequence Imagination

R Liu, H Chen, Y Bei, Q Shen, F Zhong… - The Thirty-eighth …, 2024 - openreview.net
Recommending out-of-vocabulary (OOV) items is a challenging problem since the in-
vocabulary (IV) items have well-trained behavioral embeddings but the OOV items only have …

UnrealZoo: Enriching Photo-realistic Virtual Worlds for Embodied AI

F Zhong, K Wu, C Wang, H Chen, H Ci, Z Li… - arxiv preprint arxiv …, 2024 - arxiv.org
We introduce UnrealZoo, a rich collection of photo-realistic 3D virtual worlds built on Unreal
Engine, designed to reflect the complexity and variability of the open worlds. Additionally, we …

Enabling Autonomic Microservice Management through Self-Learning Agents

F Yu, F Yang, X Qin, Z Zhang, J Zhang, Q Lin… - arxiv preprint arxiv …, 2025 - arxiv.org
The increasing complexity of modern software systems necessitates robust autonomic self-
management capabilities. While Large Language Models (LLMs) demonstrate potential in …