In this paper, we propose a framework that we call model cards, to encourage such transparent model reporting.

Model Information Description: Gemini 2.5 Deep Think is an enhanced reasoning model that is part of our Gemini 2.5 family that uses parallel thinking and reinforcement learning to test multiple …

A Model is a representation and abstraction of anything such as a real system, a proposed system, a futuristic system design, an entity, a phenomenon, or an idea.

The model emphasizes accountability for outcomes rather than specific activities, allowing ACCESS Participants to adapt their care delivery approach to achieve results.

Definition 6. A model (or structure) A for a language L is an ordered pair hA; Ii where A is a nonempty set and I is an interpretation function with domain the set of all constant, function and relation …

In Kolb’s model, the experiential learning process begins with a concrete experience, followed by learner reflection. The learner processes the learning experience and applies the knowledge or skills in new …

May 15, 2025 · To further expand the pre-training data corpus, we first employ the Qwen2.5-VL model (Bai et al., 2025) to perform text recognition on a large volume of PDF-like documents. The …

We explore building generative neural network models of popular reinforcement learning environments. Our world model can be trained quickly in an unsupervised manner to learn a compressed spatial …

Reinforcement Learning with Verifiable Rewards (RLVR) has recently demonstrated notable success in enhancing the reasoning performance of large language models (LLMs), particularly in mathematics …

While Kernel SHAP improves the sample efficiency of model-agnostic estimations of SHAP values, by restricting our attention to specific model types, we can develop faster model-specific approximation …