HGNet: Scalable Foundation Model for Automated Knowledge Graph Generation from Scientific Literature
Fuente:
arXiv
Guardado en:
| Autores principales: | Joshi, Devvrat, Rekik, Islem |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
NEURAL: Attention-Guided Pruning for Unified Multimodal Resource-Constrained Clinical Evaluation
por: Joshi, Devvrat, et al.
Publicado: (2025)
por: Joshi, Devvrat, et al.
Publicado: (2025)
GraphTreeGen: Subtree-Centric Approach to Efficient and Supervised Graph Generation
por: Luo, Yitong, et al.
Publicado: (2025)
por: Luo, Yitong, et al.
Publicado: (2025)
DeltaGNN: Graph Neural Network with Information Flow Control
por: Mancini, Kevin, et al.
Publicado: (2025)
por: Mancini, Kevin, et al.
Publicado: (2025)
FireGNN: Neuro-Symbolic Graph Neural Networks with Trainable Fuzzy Rules for Interpretable Medical Image Classification
por: Sengupta, Prajit, et al.
Publicado: (2025)
por: Sengupta, Prajit, et al.
Publicado: (2025)
Multimodal Sheaf-based Network for Glioblastoma Molecular Subtype Prediction
por: Idrissova, Shekhnaz, et al.
Publicado: (2025)
por: Idrissova, Shekhnaz, et al.
Publicado: (2025)
Strongly Topology-preserving GNNs for Brain Graph Super-resolution
por: Singh, Pragya, et al.
Publicado: (2024)
por: Singh, Pragya, et al.
Publicado: (2024)
UniFed: A Universal Federation of a Mixture of Highly Heterogeneous Medical Image Classification Tasks
por: Hassani, Atefe, et al.
Publicado: (2024)
por: Hassani, Atefe, et al.
Publicado: (2024)
Rethinking Graph Super-resolution: Dual Frameworks for Topological Fidelity
por: Singh, Pragya, et al.
Publicado: (2025)
por: Singh, Pragya, et al.
Publicado: (2025)
UnifiedFL: A Dynamic Unified Learning Framework for Equitable Federation
por: Pala, Furkan, et al.
Publicado: (2025)
por: Pala, Furkan, et al.
Publicado: (2025)
GNN-based Unified Deep Learning
por: Pala, Furkan, et al.
Publicado: (2025)
por: Pala, Furkan, et al.
Publicado: (2025)
X-Node: Self-Explanation is All We Need
por: Sengupta, Prajit, et al.
Publicado: (2025)
por: Sengupta, Prajit, et al.
Publicado: (2025)
CogGNN: Cognitive Graph Neural Networks in Generative Connectomics
por: Soussia, Mayssa, et al.
Publicado: (2025)
por: Soussia, Mayssa, et al.
Publicado: (2025)
Reservoir-Based Graph Convolutional Networks
por: Soussia, Mayssa, et al.
Publicado: (2026)
por: Soussia, Mayssa, et al.
Publicado: (2026)
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research
por: Qiao, Shuofei, et al.
Publicado: (2026)
por: Qiao, Shuofei, et al.
Publicado: (2026)
GAPMAP: Mapping Scientific Knowledge Gaps in Biomedical Literature Using Large Language Models
por: Salem, Nourah M, et al.
Publicado: (2025)
por: Salem, Nourah M, et al.
Publicado: (2025)
Heterogeneous Scientific Foundation Model Collaboration
por: Li, Zihao, et al.
Publicado: (2026)
por: Li, Zihao, et al.
Publicado: (2026)
Question-Answer Extraction from Scientific Articles Using Knowledge Graphs and Large Language Models
por: Azarbonyad, Hosein, et al.
Publicado: (2025)
por: Azarbonyad, Hosein, et al.
Publicado: (2025)
PolyPrompt: Automating Knowledge Extraction from Multilingual Language Models with Dynamic Prompt Generation
por: Roll, Nathan
Publicado: (2025)
por: Roll, Nathan
Publicado: (2025)
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models
por: Baek, Jinheon, et al.
Publicado: (2024)
por: Baek, Jinheon, et al.
Publicado: (2024)
Multi-Sensory Cognitive Computing for Learning Population-level Brain Connectivity
por: Soussia, Mayssa, et al.
Publicado: (2025)
por: Soussia, Mayssa, et al.
Publicado: (2025)
Automated Text Mining of Experimental Methodologies from Biomedical Literature
por: Guo, Ziqing
Publicado: (2024)
por: Guo, Ziqing
Publicado: (2024)
SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding
por: Li, Sihang, et al.
Publicado: (2024)
por: Li, Sihang, et al.
Publicado: (2024)
Intern-S1: A Scientific Multimodal Foundation Model
por: Bai, Lei, et al.
Publicado: (2025)
por: Bai, Lei, et al.
Publicado: (2025)
LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models
por: Zhu, Xi, et al.
Publicado: (2025)
por: Zhu, Xi, et al.
Publicado: (2025)
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences
por: Garcia, Gabriel Lino, et al.
Publicado: (2024)
por: Garcia, Gabriel Lino, et al.
Publicado: (2024)
Evidence of a Cognitive Shift in AI Education: How Students Are Rethinking Human Intelligence?
por: Rekik, Islem
Publicado: (2026)
por: Rekik, Islem
Publicado: (2026)
On the Effectiveness of Large Language Models in Automating Categorization of Scientific Texts
por: Shahi, Gautam Kishore, et al.
Publicado: (2025)
por: Shahi, Gautam Kishore, et al.
Publicado: (2025)
Automating Evaluation of Diffusion Model Unlearning with (Vision-) Language Model World Knowledge
por: Yeats, Eric, et al.
Publicado: (2025)
por: Yeats, Eric, et al.
Publicado: (2025)
Knowledge Divergence and the Value of Debate for Scalable Oversight
por: Young, Robin
Publicado: (2026)
por: Young, Robin
Publicado: (2026)
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models
por: Pradeep, Ronak, et al.
Publicado: (2024)
por: Pradeep, Ronak, et al.
Publicado: (2024)
Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels
por: Pangakis, Nicholas, et al.
Publicado: (2024)
por: Pangakis, Nicholas, et al.
Publicado: (2024)
UltRAG: a Universal Simple Scalable Recipe for Knowledge Graph RAG
por: Georgiev, Dobrik, et al.
Publicado: (2026)
por: Georgiev, Dobrik, et al.
Publicado: (2026)
SciNets: Graph-Constrained Multi-Hop Reasoning for Scientific Literature Synthesis
por: Dubey, Sauhard
Publicado: (2025)
por: Dubey, Sauhard
Publicado: (2025)
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing
por: Ozyurt, Yilmazcan, et al.
Publicado: (2024)
por: Ozyurt, Yilmazcan, et al.
Publicado: (2024)
Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale
por: Zou, Yicheng, et al.
Publicado: (2026)
por: Zou, Yicheng, et al.
Publicado: (2026)
AutoGeTS: Knowledge-based Automated Generation of Text Synthetics for Improving Text Classification
por: Xue, Chenhao, et al.
Publicado: (2025)
por: Xue, Chenhao, et al.
Publicado: (2025)
Interesting Scientific Idea Generation using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders
por: Gu, Xuemei, et al.
Publicado: (2024)
por: Gu, Xuemei, et al.
Publicado: (2024)
A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI
por: Lozano, Alejandro, et al.
Publicado: (2025)
por: Lozano, Alejandro, et al.
Publicado: (2025)
Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representation
por: Qiao, Qiao, et al.
Publicado: (2024)
por: Qiao, Qiao, et al.
Publicado: (2024)
L3Cube-MahaSTS: A Marathi Sentence Similarity Dataset and Models
por: Mirashi, Aishwarya, et al.
Publicado: (2025)
por: Mirashi, Aishwarya, et al.
Publicado: (2025)
Ejemplares similares
-
NEURAL: Attention-Guided Pruning for Unified Multimodal Resource-Constrained Clinical Evaluation
por: Joshi, Devvrat, et al.
Publicado: (2025) -
GraphTreeGen: Subtree-Centric Approach to Efficient and Supervised Graph Generation
por: Luo, Yitong, et al.
Publicado: (2025) -
DeltaGNN: Graph Neural Network with Information Flow Control
por: Mancini, Kevin, et al.
Publicado: (2025) -
FireGNN: Neuro-Symbolic Graph Neural Networks with Trainable Fuzzy Rules for Interpretable Medical Image Classification
por: Sengupta, Prajit, et al.
Publicado: (2025) -
Multimodal Sheaf-based Network for Glioblastoma Molecular Subtype Prediction
por: Idrissova, Shekhnaz, et al.
Publicado: (2025)