cognitive_science

Cognitive science perspectives on AI, including human vs machine reasoning and semantics

Name	Categories	Topics	References	Credibility	Title	RelatedNotes	NavigationOrder	Eleventy	TemplateEngineOverride
20260422_llm_semantic_reasoners_not_symbolic_reasoners	paper_analysis	llm, reasoning, cognitive_science, language_philosophy	pku, bigai, proofwriter	100	Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners	HippoRAG: Neurobiologically Inspired Long-Term Memory, M3-Agent: Multimodal Agent with Long-Term Memory, Memory OS of AI Agent	[object Object]	[object Object]	md
20260423_ai_reasoning_deep_learning_symbolic_neural	paper_analysis	reasoning, symbolic_reasoning, llm, knowledge_graph, neuro_science, cognitive_science	beihang_university	100	AI Reasoning in Deep Learning Era: From Symbolic AI to Neural Symbolic AI	attentive_reasoning_queries	[object Object]	[object Object]	md
20260423_attentive_reasoning_queries	paper_analysis	llm, agent_architecture, reasoning, cognitive_science, context_engineering	emcie_co	100	Attentive Reasoning Queries: Optimizing Instruction-Following in LLMs	ai_reasoning_deep_learning_symbolic_neural	[object Object]	[object Object]	md
20260425_chain_of_thought_prompting_elicits_reasoning	paper_analysis	llm, reasoning, cognitive_science, context_engineering, multi_hop_reasoning	google_brain, chain_of_thought, gsm8k	100	Chain-of-Thought Prompting Elicits Reasoning in Large Language Models		[object Object]	[object Object]	md
20260429_agent_workflow_memory	paper_analysis	agent_architecture, memory_mechanism, llm, gui_agent, long_term_memory, cognitive_science	cmu, mit, mind2web, webarena	100	Agent Workflow Memory	disentangling_memory_reasoning_llm	[object Object]	[object Object]	md
20260429_disentangling_memory_reasoning_llm	paper_analysis	memory_mechanism, reasoning, llm, multi_hop_reasoning, chain_of_thought, cognitive_science	rutgers_university, ohio_state_university, ucsb, truthfulqa, strategyqa, commonsenseqa	100	Disentangling Memory and Reasoning Ability in Large Language Models	agent_workflow_memory	[object Object]	[object Object]	md
20260528_CORE_contrastive_reflection_reasoning	paper_analysis	reasoning, memory_mechanism, self_evolving_agents, contrastive_reflection, reinforce_learning, cognitive_science	stanford_iris_lab, grpo, memgpt	100	CORE: Contrastive Reflection Enables Rapid Improvements in Reasoning	Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key, MemLineage: Lineage-Guided Enforcement for LLM Agent Memory, AMR-SD: Asymmetric Meta-Reflective Self-Distillation for Token-Level Credit Assignment	[object Object]	[object Object]	md
20260713_metacognition_in_llms_foundations_progress_opportunities	paper_analysis, domain_survey	llm, reasoning, cognitive_science, memory_mechanism, agent_architecture	yale_university, uc_irvine	100	Metacognition in LLMs: Foundations, Progress, and Opportunities	chain_of_thought_prompting_elicits_reasoning, ai_reasoning_deep_learning_symbolic_neural, memory_os_of_ai_agent	[object Object]	[object Object]	md