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Awesome graphs β curated papers, datasets & benchmarks Β· Awesome Large Language Models
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18 papers tagged graphs β re-sort below
Papers
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18 papers Β· trending (default)
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Mapping Political-Elite Networks in Europe with a Multilingual Joint Entity-Relation Extraction Pipeline
(2026)
Kirill Solovev et al.
1.94
GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design
(2026)
Isabella A. Stewart et al.
1.94
BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs
(2026)
Duyi Pan et al.
1.94
MineExplorer: Evaluating Open-World Exploration of MLLM Agents in Minecraft
(2026)
Tianjie Ju et al.
1.94
EmpiriGraph-Psy: A Dataset and LLM Pipeline for Extracting Empirical Relation Graphs from Psychology Abstracts
(2026)
Danqin Zhao et al.
1.94
PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems
(2026)
Suraj Ranganath et al.
1.94
Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training
(2026)
Michal Chudoba et al.
1.94
AgentSocialBench: Evaluating Privacy Risks in Human-Centered Agentic Social Networks
(2026)
Prince Zizhuang Wang et al.
1.83
ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas
(2026)
Xiaoyu Tian et al.
1.67
Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers
(2025)
Markus J. Buehler
1.28
ETVA: Evaluation of Text-to-Video Alignment via Fine-grained Question Generation and Answering
(2025)
Kaisi Guan et al.
1.28
Explaining Sources of Uncertainty in Automated Fact-Checking
(2025)
Jingyi Sun et al.
1.28
DrugChat: Towards Enabling ChatGPT-Like Capabilities on Drug Molecule Graphs
(2023)
Youwei Liang et al.
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SymbolicAI: A framework for logic-based approaches combining generative models and solvers
(2024)
Marius-Constantin Dinu et al.
β
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
(2024)
Yushi Hu et al.
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Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs
(2024)
Yifei Zhang et al.
β
Iterative Graph Alignment
(2024)
Fangyuan Yu et al.
β
Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study
(2024)
Zahra Sepasdar et al.
β