Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling Paper • 1906.07241 • Published Jun 17, 2019 • 2
Topologies of Reasoning: Demystifying Chains, Trees, and Graphs of Thoughts Paper • 2401.14295 • Published Jan 25 • 3
A Latent Space Theory for Emergent Abilities in Large Language Models Paper • 2304.09960 • Published Apr 19, 2023 • 3
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning Paper • 2310.01061 • Published Oct 2, 2023 • 2
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Paper • 2308.09687 • Published Aug 18, 2023 • 5
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal Paper • 2212.05767 • Published Dec 12, 2022
Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized Model Responses Paper • 2312.00763 • Published Dec 1, 2023 • 18
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting Paper • 2309.04269 • Published Sep 8, 2023 • 29
GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks Paper • 2302.08043 • Published Feb 16, 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Paper • 2303.14617 • Published Mar 26, 2023 • 1
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks Paper • 2005.11401 • Published May 22, 2020 • 11
Large Language Models on Graphs: A Comprehensive Survey Paper • 2312.02783 • Published Dec 5, 2023 • 2
The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction Paper • 2312.13558 • Published Dec 21, 2023 • 5
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks Paper • 2211.12588 • Published Nov 22, 2022 • 3
Reasoning with Language Model is Planning with World Model Paper • 2305.14992 • Published May 24, 2023 • 3
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models Paper • 2308.09729 • Published Aug 17, 2023 • 4
Talk like a Graph: Encoding Graphs for Large Language Models Paper • 2310.04560 • Published Oct 6, 2023 • 2
DoWhy-GCM: An extension of DoWhy for causal inference in graphical causal models Paper • 2206.06821 • Published Jun 14, 2022 • 1
Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Large Language Models Paper • 2305.16582 • Published May 26, 2023
From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought Paper • 2306.12672 • Published Jun 22, 2023 • 24
From Cooking Recipes to Robot Task Trees -- Improving Planning Correctness and Task Efficiency by Leveraging LLMs with a Knowledge Network Paper • 2309.09181 • Published Sep 17, 2023 • 1
Retrieval-Augmented Thought Process as Sequential Decision Making Paper • 2402.07812 • Published Feb 12 • 1