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biology
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Grounding LLM Reasoning with Knowledge Graphs - arXiv arxiv.org Dec 4, 2025 5 facts
measurementIn the 'Grounding LLM Reasoning with Knowledge Graphs' study, the Llama 3.1 405B-Ins model using the Graph Explore Agent method achieved a score of 41.67 on the Biology dataset.
measurementIn the 'Grounding LLM Reasoning with Knowledge Graphs' study, the Llama 3.1 405B-Ins model using the Graph-RAG method achieved a score of 42.86 on the Biology dataset.
referenceThe source text provides a comparative performance analysis of various reasoning methods—including Baselines, Text-RAG, Graph-RAG, Graph CoT, Graph ToT, and Graph Explore—applied to Llama 3.1 models (8B, 70B, and 405B variants) across domains including Healthcare, Goodreads, Biology, Chemistry, Materials Science, Medicine, and Physics.
referenceThe experimental results in 'Grounding LLM Reasoning with Knowledge Graphs' compare the performance of various methods—including Baselines, Text-RAG, Graph-RAG, Graph CoT, Graph Explore, and Graph ToT—across multiple domains including Healthcare, Goodreads, Biology, Chemistry, Materials Science, Medicine, and Physics using Llama 3.1 models.
measurementIn the 'Grounding LLM Reasoning with Knowledge Graphs' study, the Llama 3.1 405B-Ins model using the Graph ToT Select method achieved a score of 72.86 on the Biology dataset.
Evolutionary psychology - Wikipedia en.wikipedia.org 4 facts
perspectiveProponents of evolutionary psychology suggest that the field seeks to integrate psychology into the natural sciences by rooting it in evolutionary theory, thereby understanding psychology as a branch of biology.
referenceThe journal Biological Theory: Integrating Development, Evolution and Cognition is devoted to theoretical advances in the fields of biology and cognition, with an emphasis on the conceptual integration afforded by evolutionary and developmental approaches.
claimEvolutionary psychology draws from cognitive psychology, evolutionary biology, behavioral ecology, artificial intelligence, genetics, ethology, anthropology, archaeology, biology, ecopsychology, and zoology.
referenceThe Society for Evolutionary Analysis in Law is a scholarly association dedicated to fostering interdisciplinary exploration of issues at the intersection of law, biology, and evolutionary theory.
Non-physicalist Theories of Consciousness cambridge.org Dec 20, 2023 2 facts
perspectivePhysicalists argue that the interactionist use of strong emergentism is a speculative possibility lacking clear evidence, and that even if strongly emergent properties exist, they could potentially be explained by the laws of biology and neurology.
claimStrong physical emergentism is the view that complex macrophysical objects, such as the brain, exhibit novel properties or behaviors that cannot be explained by the laws of microphysics alone but require fundamental laws from higher-level sciences like chemistry, biology, or neurology.
How men's and women's brains are different | Stanford Medicine stanmed.stanford.edu May 22, 2017 2 facts
Life, Intelligence, and Consciousness: A Functional Perspective longnow.org Aug 27, 2025 2 facts
claimOpponents of functionalism often cite the arguments of "embodiment" and "biology" to challenge the view.
perspectiveLife is inherently computational, meaning biological processes are information processes, a perspective that remains underappreciated in both biology and computer science.
The Problem of Hard and Easy Problems cambridge.org Mar 31, 2023 1 fact
claimMany phenomena in biology and psychology are studied as stimulus-response causal sequences in laboratory settings, where they are often cut off from the causal structure of the world, rendering them functionally undefined.
Dualism, Physicalism, and Philosophy of Mind - Capturing Christianity capturingchristianity.com Dec 11, 2019 1 fact
claimBiologists who demonstrated that life could be accounted for in physical terms aimed to show that nothing over and above the physical was involved in life, effectively reducing life rather than eliminating it.
Neurosymbolic AI: The Future of Artificial Intelligence - LinkedIn linkedin.com May 24, 2024 1 fact
claimNeurosymbolic AI improves the accuracy and interpretability of simulations in physics, chemistry, and biology by combining data-driven models with symbolic representations of physical laws and theories.
Dualism (Stanford Encyclopedia of Philosophy/Winter 2016 Edition) plato.stanford.edu Aug 19, 2003 1 fact
claimThe entities studied in meteorology and biology function similarly to Gestalt phenomena because their identification relies on a subjective perspective.
Ecology: Nature's Interactions and Ecosystem Dynamics scholarsresearchlibrary.com 1 fact
claimEcology is defined as the branch of biology that studies the relationships between living organisms, including humans, and their physical environment.
The Hard Problem of Consciousness | Springer Nature Link link.springer.com 1 fact
claimThe rise of biology and neurosciences during the nineteenth and twentieth centuries allowed for an increasingly detailed association between neuronal processes and mental states, supporting the physicalist paradigm.
(PDF) On the function of consciousness - an adaptationist perspective academia.edu 1 fact
claimConsciousness is considered one of the most significant and challenging topics in cognitive science, with contributions from disciplines including engineering, philosophy, psychology, biology, neurology, quantum physics, linguistics, and anthropology.
Moving Forward on the Problem of Consciousness - David Chalmers consc.net 1 fact
claimThe facts about physical structure and function at all levels are determined by low-level facts about physical entities with conceptual necessity, which is sufficient to determine facts about chemistry and biology.
Evolutionary Eating — What We Can Learn From Our Primitive Past todaysdietitian.com Apr 1, 2009 1 fact
quoteTheodosius Dobzhansky stated, 'Nothing in biology makes sense except in the light of evolution.'
The Role of Language in Shaping Social Identity and Cultural ... aithor.com Apr 24, 2025 1 fact
claimCultural hybridization is a concept that applies to fields outside of biology.
The New Field of Network Physiology: Building the Human ... frontiersin.org 1 fact
claimThe introduction of concepts and methods from statistical physics and network theory to biology and medicine has shifted the research paradigm from reductionism to an integrative framework.
Panpsychism (Stanford Encyclopedia of Philosophy/Fall 2015 Edition) plato.stanford.edu May 23, 2001 1 fact
claimModern reductionist DNA-based biology provides explanations for the biological findings of Hans Driesch and R. Lotze, rendering their analogical support for panpsychism obsolete.
David Chalmers Thinks the Hard Problem Is Really Hard scientificamerican.com Apr 10, 2017 1 fact
claimDavid Chalmers suggests that a final theory of consciousness might not provide an intuitive 'Aha!' reaction, similar to how explanations of chemistry in terms of physics or biology in terms of chemistry do.