Calibrating LLM-Based Evaluator (2024 · 71 citations)
LLMs are increasingly used as reference-free judges of generated text, but their scores often diverge from human experts.
Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models (2026 · 3 citations)
Generative reward models (GenRMs) and LLM-as-a-Judge systems are usually trained and evaluated only on whether they pick the preferred response.
Qwen-AgentWorld: Language World Models for General Agents (2026)
LLM agent research has mostly focused on the policy, which picks actions from states. The complementary piece is a world model that predicts the next state from a state and an action, and agents working in text-based environments still lack a general one. The Qwen Team builds such a model, Qwen-AgentWorld. It…

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Where their works here were published, the most works first, with the editions of those that have a page.

Papers of our library cite their works 66 times (of the 149,439 papers whose bibliographies we read); 18 citing papers with a page here →.

Updated 31 October 2026