Cool Papers · cs.CL (papers.cool) · RSS 摘要

信源：Cool Papers · cs.CL (papers.cool) · https://papers.cool/arxiv/cs.CL/feed

• OmniVerifier-C1: Decomposed Graded Verifier for Rule-Governed Generative World Modeling — Generative visual verifiers play a crucial role in advancing multimodal intelligence. To enhance the robustness of visual verifiers in complex multimodal scenarios involving compo…
• Training Reasoning Models to Generate Diverse Scientific Ideas — One of the first steps of a research pipeline is generating ideas. Large Language Models (LLMs) are increasingly used to automate this step, but most of this work optimizes the qu…
• MindEval2: Clinically Grounded Patients and Rubrics for Evaluating Language Models in Mental Health Support — With people increasingly turning to AI chatbots for mental health support, the need to evaluate these tools is becoming more pressing. Recent benchmarks attempt to mimic a realist…
• Grid-Bench: Can LLMs Predict How Discrete Worlds Change? — Spatial instructions describe how to move objects, transform regions, or modify their surroundings. When several operations are applied in sequence, each acts on a configuration s…
• Knowledge That Is Linear Before Fine-Tuning Generalizes After It — Not all facts a language model can recall support further learning equally well. We distinguish active facts, which support generalization beyond their own recall, from inert fact…