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Collections including paper arxiv:2308.02357

Neurosymbolic AI (+hyphen)

A Fully Spectral Neuro-Symbolic Reasoning Architecture with Graph Signal Processing as the Computational Backbone

Paper • 2508.14923 • Published Aug 19 • 1
A DbC Inspired Neurosymbolic Layer for Trustworthy Agent Design

Paper • 2508.03665 • Published Aug 5 • 1
Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact

Paper • 2507.00951 • Published Jul 1 • 24
HyDRA: A Hybrid-Driven Reasoning Architecture for Verifiable Knowledge Graphs

Paper • 2507.15917 • Published Jul 21

LLMs4OL: Large Language Models for Ontology Learning

Paper • 2307.16648 • Published Jul 31, 2023 • 4
Exploring Large Language Models for Ontology Alignment

Paper • 2309.07172 • Published Sep 12, 2023 • 1
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text

Paper • 2308.02357 • Published Aug 4, 2023 • 2

KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval

Paper • 2310.15511 • Published Oct 24, 2023 • 5
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

Paper • 2310.14566 • Published Oct 23, 2023 • 27
SmartPlay : A Benchmark for LLMs as Intelligent Agents

Paper • 2310.01557 • Published Oct 2, 2023 • 13
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation

Paper • 2310.03214 • Published Oct 5, 2023 • 20

Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text

Paper • 2308.02357 • Published Aug 4, 2023 • 2

Knowledge graph

Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs

Paper • 2309.03118 • Published Sep 6, 2023 • 2
Head-to-Tail: How Knowledgeable are Large Language Models (LLM)? A.K.A. Will LLMs Replace Knowledge Graphs?

Paper • 2308.10168 • Published Aug 20, 2023 • 2
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

Paper • 2308.09729 • Published Aug 17, 2023 • 6
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models

Paper • 2110.07178 • Published Oct 14, 2021 • 1

Neurosymbolic AI (+hyphen)

A Fully Spectral Neuro-Symbolic Reasoning Architecture with Graph Signal Processing as the Computational Backbone

Paper • 2508.14923 • Published Aug 19 • 1
A DbC Inspired Neurosymbolic Layer for Trustworthy Agent Design

Paper • 2508.03665 • Published Aug 5 • 1
Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact

Paper • 2507.00951 • Published Jul 1 • 24
HyDRA: A Hybrid-Driven Reasoning Architecture for Verifiable Knowledge Graphs

Paper • 2507.15917 • Published Jul 21

Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text

Paper • 2308.02357 • Published Aug 4, 2023 • 2

LLMs4OL: Large Language Models for Ontology Learning

Paper • 2307.16648 • Published Jul 31, 2023 • 4
Exploring Large Language Models for Ontology Alignment

Paper • 2309.07172 • Published Sep 12, 2023 • 1
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text

Paper • 2308.02357 • Published Aug 4, 2023 • 2

Knowledge graph

Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs

Paper • 2309.03118 • Published Sep 6, 2023 • 2
Head-to-Tail: How Knowledgeable are Large Language Models (LLM)? A.K.A. Will LLMs Replace Knowledge Graphs?

Paper • 2308.10168 • Published Aug 20, 2023 • 2
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

Paper • 2308.09729 • Published Aug 17, 2023 • 6
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models

Paper • 2110.07178 • Published Oct 14, 2021 • 1

KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval

Paper • 2310.15511 • Published Oct 24, 2023 • 5
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

Paper • 2310.14566 • Published Oct 23, 2023 • 27
SmartPlay : A Benchmark for LLMs as Intelligent Agents

Paper • 2310.01557 • Published Oct 2, 2023 • 13
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation

Paper • 2310.03214 • Published Oct 5, 2023 • 20

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