DIAL-KG: Schema-Free Incremental Knowledge Graph Construction via Dynamic Schema Induction and Evolution-Intent Assessment
Fuente:
arXiv
Saved in:
| Main Authors: | Bao, Weidong, Wang, Yilin, Gao, Ruyu, Leng, Fangling, Bao, Yubin, Yu, Ge |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
by: Bai, Jiaxin, et al.
Published: (2025)
by: Bai, Jiaxin, et al.
Published: (2025)
The KG-ER Conceptual Schema Language
by: Franconi, Enrico, et al.
Published: (2025)
by: Franconi, Enrico, et al.
Published: (2025)
Beyond Predefined Schemas: TRACE-KG for Context-Enriched Knowledge Graphs from Complex Documents
by: Abolhasani, Mohammad Sadeq, et al.
Published: (2026)
by: Abolhasani, Mohammad Sadeq, et al.
Published: (2026)
EvoSchema: Towards Text-to-SQL Robustness Against Schema Evolution
by: Zhang, Tianshu, et al.
Published: (2026)
by: Zhang, Tianshu, et al.
Published: (2026)
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs
by: Rezazadeh, Alireza, et al.
Published: (2024)
by: Rezazadeh, Alireza, et al.
Published: (2024)
DIAL: Decoupling Intent and Action via Latent World Modeling for End-to-End VLA
by: Chen, Yi, et al.
Published: (2026)
by: Chen, Yi, et al.
Published: (2026)
SQL-to-Schema Enhances Schema Linking in Text-to-SQL
by: Yang, Sun, et al.
Published: (2024)
by: Yang, Sun, et al.
Published: (2024)
Schema Generation for Large Knowledge Graphs Using Large Language Models
by: Zhang, Bohui, et al.
Published: (2025)
by: Zhang, Bohui, et al.
Published: (2025)
Schema-Aware Planning and Hybrid Knowledge Toolset for Reliable Knowledge Graph Triple Verification
by: Ma, Xinyan, et al.
Published: (2026)
by: Ma, Xinyan, et al.
Published: (2026)
SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases
by: Safdarian, AmirHossein, et al.
Published: (2025)
by: Safdarian, AmirHossein, et al.
Published: (2025)
SchemaCoder: Automatic Log Schema Extraction Coder with Residual Q-Tree Boosting
by: Wan, Lily Jiaxin, et al.
Published: (2025)
by: Wan, Lily Jiaxin, et al.
Published: (2025)
PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
by: Hubert, Nicolas, et al.
Published: (2023)
by: Hubert, Nicolas, et al.
Published: (2023)
Compound Schema Registry
by: Fu, Silvery D., et al.
Published: (2024)
by: Fu, Silvery D., et al.
Published: (2024)
A Schema-aware Logic Reformulation for Graph Reachability
by: Di Pierro, Davide, et al.
Published: (2024)
by: Di Pierro, Davide, et al.
Published: (2024)
Schema for In-Context Learning
by: Chen, Pan, et al.
Published: (2025)
by: Chen, Pan, et al.
Published: (2025)
SCPRM: A Schema-aware Cumulative Process Reward Model for Knowledge Graph Question Answering
by: Chen, Jiujiu, et al.
Published: (2026)
by: Chen, Jiujiu, et al.
Published: (2026)
Return of the Schema: Building Complete Datasets for Machine Learning and Reasoning on Knowledge Graphs
by: Diliso, Ivan, et al.
Published: (2026)
by: Diliso, Ivan, et al.
Published: (2026)
From Graph Retrieval to Schema Realization: Counterfactual Validation for Text-to-SPARQL over Heterogeneous Knowledge Graphs
by: Zhao, Yang, et al.
Published: (2025)
by: Zhao, Yang, et al.
Published: (2025)
Towards Agentic Schema Refinement
by: Rissaki, Agapi, et al.
Published: (2024)
by: Rissaki, Agapi, et al.
Published: (2024)
iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models
by: Lairgi, Yassir, et al.
Published: (2024)
by: Lairgi, Yassir, et al.
Published: (2024)
SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions
by: Cheng, Zhi-Qi, et al.
Published: (2024)
by: Cheng, Zhi-Qi, et al.
Published: (2024)
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction
by: Peng, Miao, et al.
Published: (2022)
by: Peng, Miao, et al.
Published: (2022)
Schema Matching on Graph: Iterative Graph Exploration for Efficient and Explainable Data Integration
by: Jeon, Mingyu, et al.
Published: (2025)
by: Jeon, Mingyu, et al.
Published: (2025)
PG-HIVE: Hybrid Incremental Schema Discovery for Property Graphs
by: Sideri, Sofia, et al.
Published: (2025)
by: Sideri, Sofia, et al.
Published: (2025)
Beyond Pixels: Visual Metaphor Transfer via Schema-Driven Agentic Reasoning
by: Xu, Yu, et al.
Published: (2026)
by: Xu, Yu, et al.
Published: (2026)
Extractive Schema Linking for Text-to-SQL
by: Glass, Michael, et al.
Published: (2025)
by: Glass, Michael, et al.
Published: (2025)
RELATE: A Schema-Agnostic Perceiver Encoder for Multimodal Relational Graphs
by: Meyer, Joe, et al.
Published: (2025)
by: Meyer, Joe, et al.
Published: (2025)
LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models
by: Sadruddin, Sameer, et al.
Published: (2025)
by: Sadruddin, Sameer, et al.
Published: (2025)
Schema-Agnostic Knowledge Graph Construction via Hybrid Ontology Discovery for Cyber Threat Intelligence
by: Kim, Seonwoo, et al.
Published: (2026)
by: Kim, Seonwoo, et al.
Published: (2026)
Steerable Instruction Following Coding Data Synthesis with Actor-Parametric Schema Co-Evolution
by: Huang, Tinglin, et al.
Published: (2026)
by: Huang, Tinglin, et al.
Published: (2026)
ScrapeGraphAI-100k: Dataset for Schema-Constrained LLM Generation
by: Brach, William, et al.
Published: (2026)
by: Brach, William, et al.
Published: (2026)
Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding
by: Yang, Zhiqin, et al.
Published: (2026)
by: Yang, Zhiqin, et al.
Published: (2026)
SMUTF: Schema Matching Using Generative Tags and Hybrid Features
by: Zhang, Yu, et al.
Published: (2024)
by: Zhang, Yu, et al.
Published: (2024)
ReMatch: Retrieval Enhanced Schema Matching with LLMs
by: Sheetrit, Eitam, et al.
Published: (2024)
by: Sheetrit, Eitam, et al.
Published: (2024)
Schema Matching with Large Language Models: an Experimental Study
by: Parciak, Marcel, et al.
Published: (2024)
by: Parciak, Marcel, et al.
Published: (2024)
Differentiable Learning of Lifted Action Schemas for Classical Planning
by: Reiter, Jonas, et al.
Published: (2026)
by: Reiter, Jonas, et al.
Published: (2026)
Automatic Labelling with Open-source LLMs using Dynamic Label Schema Integration
by: Walshe, Thomas, et al.
Published: (2025)
by: Walshe, Thomas, et al.
Published: (2025)
Few-shot Class-Incremental Learning via Generative Co-Memory Regularization
by: Bao, Kexin, et al.
Published: (2026)
by: Bao, Kexin, et al.
Published: (2026)
Scaling Text2SQL via LLM-efficient Schema Filtering with Functional Dependency Graph Rerankers
by: Hoang, Thanh Dat, et al.
Published: (2025)
by: Hoang, Thanh Dat, et al.
Published: (2025)
PSM-SQL: Progressive Schema Learning with Multi-granularity Semantics for Text-to-SQL
by: Yang, Zhuopan, et al.
Published: (2025)
by: Yang, Zhuopan, et al.
Published: (2025)
Similar Items
-
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
by: Bai, Jiaxin, et al.
Published: (2025) -
The KG-ER Conceptual Schema Language
by: Franconi, Enrico, et al.
Published: (2025) -
Beyond Predefined Schemas: TRACE-KG for Context-Enriched Knowledge Graphs from Complex Documents
by: Abolhasani, Mohammad Sadeq, et al.
Published: (2026) -
EvoSchema: Towards Text-to-SQL Robustness Against Schema Evolution
by: Zhang, Tianshu, et al.
Published: (2026) -
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs
by: Rezazadeh, Alireza, et al.
Published: (2024)