Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT - CSU-JPG/MVPBench ...

DeepSeek R1: Advancing Logical Reasoning with RL and Chain-of-Thought DeepSeek R1 is a prime example of how combining RL with CoT reasoning enhances logical problem-solving in LLMs. While other models ...

The evolution of web search engines offers an instructive example, showing how knowledge can be extracted from unstructured sources and refined over time into a structured, interconnected graph.

ProsQA is a newly introduced dataset requiring advanced planning over graph structures. Results showed that COCONUT performed better than traditional CoT methods in accuracy and efficiency. For ...

Gladkov, Pak and Zimin found many small-graph examples that satisfied the conjecture, but in the end, those did not reflect the more complicated, less intuitive graphs they could build when given ...

Existing work relies entirely on LLMs' step-by-step reasoning to solve problems. However, even with Chain of Thought (CoT) prompting, current LLMs' reasoning depth remains shallow. This means that ...

Researchers introduced the "Diagram of Thought" (DoT) framework, enhancing large language models' reasoning through a ...

JD Vance has climbed to his current position as former President Donald Trump’s running mate, in part, by selling himself as a hillbilly, calling on his ...

For example, if you want to debate an idea then you’d be best switching to voice mode (available in the mobile or macOS apps) but if you need a specific type of output such as a graph or table ...