Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs
Paper • 2309.03118 • Published • 2
Knowledge graph
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Head-to-Tail: How Knowledgeable are Large Language Models (LLM)? A.K.A. Will LLMs Replace Knowledge Graphs?
Paper • 2308.10168 • Published • 2 -
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models
Paper • 2308.09729 • Published • 6 -
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models
Paper • 2110.07178 • Published • 1 -
Multi-hop Commonsense Knowledge Injection Framework for Zero-Shot Commonsense Question Answering
Paper • 2305.05936 • Published • 1 -
Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning
Paper • 2110.12679 • Published • 1 -
Complex Logical Reasoning over Knowledge Graphs using Large Language Models
Paper • 2305.01157 • Published • 1 -
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning
Paper • 2309.01538 • Published • 2 -
Snowman: A Million-scale Chinese Commonsense Knowledge Graph Distilled from Foundation Model
Paper • 2306.10241 • Published • 1 -
ControlLLM: Augment Language Models with Tools by Searching on Graphs
Paper • 2310.17796 • Published • 18 -
Integrating Graphs with Large Language Models: Methods and Prospects
Paper • 2310.05499 • Published • 2 -
Enhancing Reasoning Capabilities of Large Language Models: A Graph-Based Verification Approach
Paper • 2308.09267 • Published • 3 -
CokeBERT: Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models
Paper • 2009.13964 • Published • 1 -
Unifying Large Language Models and Knowledge Graphs: A Roadmap
Paper • 2306.08302 • Published • 3 -
Schema-learning and rebinding as mechanisms of in-context learning and emergence
Paper • 2307.01201 • Published • 2 -
Boosting Language Models Reasoning with Chain-of-Knowledge Prompting
Paper • 2306.06427 • Published • 2 -
LLMs4OL: Large Language Models for Ontology Learning
Paper • 2307.16648 • Published • 4 -
SPRING: GPT-4 Out-performs RL Algorithms by Studying Papers and Reasoning
Paper • 2305.15486 • Published • 1 -
Topological structure of complex predictions
Paper • 2207.14358 • Published • 2 -
DocGraphLM: Documental Graph Language Model for Information Extraction
Paper • 2401.02823 • Published • 36 -
Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces
Paper • 2402.00789 • Published • 2 -
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text
Paper • 2308.02357 • Published • 2 -
Link-Context Learning for Multimodal LLMs
Paper • 2308.07891 • Published • 17 -
CooK: Empowering General-Purpose Language Models with Modular and Collaborative Knowledge
Paper • 2305.09955 • Published • 1 -
Graph Prompt Learning: A Comprehensive Survey and Beyond
Paper • 2311.16534 • Published