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Quantitative Reasoning for Filtering
1998How does one make inferences about the future, and how does one reason about the present? Reasoning requires that one relate, in some fashion, one event with another. Probability theory and predicate logic are the two most popular systems used to describe these relationships between states of nature.
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VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models
arXiv.orgVisual reasoning is a core component of human intelligence and a critical capability for advanced multimodal models. Yet current reasoning evaluations of multimodal large language models (MLLMs) often rely on text descriptions and allow language-based ...
Weiye Xu +12 more
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RealSafe-R1: Safety-Aligned DeepSeek-R1 without Compromising Reasoning Capability
arXiv.orgLarge Reasoning Models (LRMs), such as OpenAI o1 and DeepSeek-R1, have been rapidly progressing and achieving breakthrough performance on complex reasoning tasks such as mathematics and coding.
Yichi Zhang +5 more
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MAS: Qualitative and Quantitative Reasoning
2012In a former work, we have presented/implemented a framework for modeling and verifying multi-agent systems, using hybrid automata. To specify properties of those systems, one needs a specification language that brings, at the same level of specification, both the qualitative and quantitative requirements.
Ammar Mohammed, Ulrich Furbach
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To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
International Conference on Learning RepresentationsChain-of-thought (CoT) via prompting is the de facto method for eliciting reasoning capabilities from large language models (LLMs). But for what kinds of tasks is this extra ``thinking'' really helpful?
Zayne Sprague +9 more
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Quantitative reasoning: Interdisciplinary STEM 21st century reasoning modality
2018Resource from the 2015 BioQUEST Summer ...
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Quantitative Reasoning Learning Progression
2018Three articles about the work of a project on quantitative reasoning in the context of environmental literacy.
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Integrative oncology: Addressing the global challenges of cancer prevention and treatment
Ca-A Cancer Journal for Clinicians, 2022Jun J Mao,, Msce +2 more
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