pacoid
's Collections
Graph Reasoning
updated
Graph-enhanced Large Language Models in Asynchronous Plan Reasoning
Paper
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2402.02805
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Published
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1
Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language
Modeling
Paper
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1906.07241
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Published
•
2
A Latent Space Theory for Emergent Abilities in Large Language Models
Paper
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2304.09960
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Published
•
3
Reasoning on Graphs: Faithful and Interpretable Large Language Model
Reasoning
Paper
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2310.01061
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Published
•
2
Large Language Models as Analogical Reasoners
Paper
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2310.01714
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Published
•
15
Topologies of Reasoning: Demystifying Chains, Trees, and Graphs of
Thoughts
Paper
•
2401.14295
•
Published
•
3
Graph of Thoughts: Solving Elaborate Problems with Large Language Models
Paper
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2308.09687
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Published
•
7
Graph Agent: Explicit Reasoning Agent for Graphs
Paper
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2310.16421
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Published
•
2
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic,
and Multimodal
Paper
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2212.05767
•
Published
Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized
Model Responses
Paper
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2312.00763
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Published
•
19
Contrastive Chain-of-Thought Prompting
Paper
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2311.09277
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Published
•
34
From Sparse to Dense: GPT-4 Summarization with Chain of Density
Prompting
Paper
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2309.04269
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Published
•
32
GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural
Networks
Paper
•
2302.08043
•
Published
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph
Databases
Paper
•
2303.14617
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Published
•
1
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Paper
•
2005.11401
•
Published
•
12
Large Language Models on Graphs: A Comprehensive Survey
Paper
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2312.02783
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Published
•
2
The Truth is in There: Improving Reasoning in Language Models with
Layer-Selective Rank Reduction
Paper
•
2312.13558
•
Published
•
5
Program of Thoughts Prompting: Disentangling Computation from Reasoning
for Numerical Reasoning Tasks
Paper
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2211.12588
•
Published
•
3
PAL: Program-aided Language Models
Paper
•
2211.10435
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Published
•
4
Reasoning with Language Model is Planning with World Model
Paper
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2305.14992
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Published
•
3
GraphText: Graph Reasoning in Text Space
Paper
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2310.01089
•
Published
•
2
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large
Language Models
Paper
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2308.09729
•
Published
•
5
Talk like a Graph: Encoding Graphs for Large Language Models
Paper
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2310.04560
•
Published
•
3
DoWhy-GCM: An extension of DoWhy for causal inference in graphical
causal models
Paper
•
2206.06821
•
Published
•
1
Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Large
Language Models
Paper
•
2305.16582
•
Published
From Word Models to World Models: Translating from Natural Language to
the Probabilistic Language of Thought
Paper
•
2306.12672
•
Published
•
26
From Cooking Recipes to Robot Task Trees -- Improving Planning
Correctness and Task Efficiency by Leveraging LLMs with a Knowledge Network
Paper
•
2309.09181
•
Published
•
1
HiGPT: Heterogeneous Graph Language Model
Paper
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2402.16024
•
Published
•
2
Deep Outdated Fact Detection in Knowledge Graphs
Paper
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2402.03732
•
Published
•
1
Retrieval-Augmented Thought Process as Sequential Decision Making
Paper
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2402.07812
•
Published
•
1
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via
Inference-time Hybrid Information Structurization
Paper
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2410.08815
•
Published
•
41