KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Zirui, Wang, Xin, Li, Zhao, Guo, Wenbin, He, Dongxiao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ReaLM: Residual Quantization Bridging Knowledge Graph Embeddings and Large Language Models
by: Guo, Wenbin, et al.
Published: (2025)
by: Guo, Wenbin, et al.
Published: (2025)
Ontology-Enhanced Knowledge Graph Completion using Large Language Models
by: Guo, Wenbin, et al.
Published: (2025)
by: Guo, Wenbin, et al.
Published: (2025)
ConvD: Attention Enhanced Dynamic Convolutional Embeddings for Knowledge Graph Completion
by: Guo, Wenbin, et al.
Published: (2023)
by: Guo, Wenbin, et al.
Published: (2023)
Large Language Model Enhanced Knowledge Representation Learning: A Survey
by: Wang, Xin, et al.
Published: (2024)
by: Wang, Xin, et al.
Published: (2024)
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph
by: Jiang, Jinhao, et al.
Published: (2023)
by: Jiang, Jinhao, et al.
Published: (2023)
KaLM: Knowledge-aligned Autoregressive Language Modeling via Dual-view Knowledge Graph Contrastive Learning
by: Yu, Peng, et al.
Published: (2024)
by: Yu, Peng, et al.
Published: (2024)
Large Language Models for Knowledge Graph Embedding: A Survey
by: Liu, Bingchen, et al.
Published: (2025)
by: Liu, Bingchen, et al.
Published: (2025)
KG-o1: Enhancing Multi-hop Question Answering in Large Language Models via Knowledge Graph Integration
by: Wang, Nan, et al.
Published: (2025)
by: Wang, Nan, et al.
Published: (2025)
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining
by: Liu, Shuqi, et al.
Published: (2024)
by: Liu, Shuqi, et al.
Published: (2024)
KG-CF: Knowledge Graph Completion with Context Filtering under the Guidance of Large Language Models
by: Zheng, Zaiyi, et al.
Published: (2025)
by: Zheng, Zaiyi, et al.
Published: (2025)
Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering
by: Xu, Yao, et al.
Published: (2024)
by: Xu, Yao, et al.
Published: (2024)
KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models
by: Anand, Avinash, et al.
Published: (2024)
by: Anand, Avinash, et al.
Published: (2024)
PonderLM: Pretraining Language Models to Ponder in Continuous Space
by: Zeng, Boyi, et al.
Published: (2025)
by: Zeng, Boyi, et al.
Published: (2025)
TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise
by: He, Nan, et al.
Published: (2023)
by: He, Nan, et al.
Published: (2023)
LEC-KG: An LLM-Embedding Collaborative Framework for Domain-Specific Knowledge Graph Construction -- A Case Study on SDGs
by: Zeng, Yikai, et al.
Published: (2026)
by: Zeng, Yikai, et al.
Published: (2026)
SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graphs
by: Chen, Hanzhu, et al.
Published: (2024)
by: Chen, Hanzhu, et al.
Published: (2024)
FlowLM: Few-Step Language Modeling via Diffusion-to-Flow Adaptation
by: Zhang, Runzhe, et al.
Published: (2026)
by: Zhang, Runzhe, et al.
Published: (2026)
LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph
by: Ao, Tu, et al.
Published: (2025)
by: Ao, Tu, et al.
Published: (2025)
BiSup: Bidirectional Quantization Error Suppression for Large Language Models
by: Zou, Minghui, et al.
Published: (2024)
by: Zou, Minghui, et al.
Published: (2024)
KG-Hopper: Empowering Compact Open LLMs with Knowledge Graph Reasoning via Reinforcement Learning
by: Wang, Shuai, et al.
Published: (2026)
by: Wang, Shuai, et al.
Published: (2026)
KG-TRACES: Enhancing Large Language Models with Knowledge Graph-constrained Trajectory Reasoning and Attribution Supervision
by: Wu, Rong, et al.
Published: (2025)
by: Wu, Rong, et al.
Published: (2025)
KG-Reasoner: A Reinforced Model for End-to-End Multi-Hop Knowledge Graph Reasoning
by: Wang, Shuai, et al.
Published: (2026)
by: Wang, Shuai, et al.
Published: (2026)
Knowledge Fusion via Bidirectional Information Aggregation
by: Zhai, Songlin, et al.
Published: (2025)
by: Zhai, Songlin, et al.
Published: (2025)
Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality
by: Chekalina, Viktoriia, et al.
Published: (2024)
by: Chekalina, Viktoriia, et al.
Published: (2024)
Knowledge Graph-Enhanced Large Language Models via Path Selection
by: Liu, Haochen, et al.
Published: (2024)
by: Liu, Haochen, et al.
Published: (2024)
CogLM: Tracking Cognitive Development of Large Language Models
by: Wang, Xinglin, et al.
Published: (2024)
by: Wang, Xinglin, et al.
Published: (2024)
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling
by: Yang, Linyao, et al.
Published: (2023)
by: Yang, Linyao, et al.
Published: (2023)
DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models
by: Zhou, Ying, et al.
Published: (2024)
by: Zhou, Ying, et al.
Published: (2024)
Docs2KG: Unified Knowledge Graph Construction from Heterogeneous Documents Assisted by Large Language Models
by: Sun, Qiang, et al.
Published: (2024)
by: Sun, Qiang, 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)
Efficient Knowledge Infusion via KG-LLM Alignment
by: Jiang, Zhouyu, et al.
Published: (2024)
by: Jiang, Zhouyu, et al.
Published: (2024)
Combining Knowledge Graphs and Large Language Models
by: Kau, Amanda, et al.
Published: (2024)
by: Kau, Amanda, et al.
Published: (2024)
Unifying Large Language Models and Knowledge Graphs: A Roadmap
by: Pan, Shirui, et al.
Published: (2023)
by: Pan, Shirui, et al.
Published: (2023)
SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment
by: Liu, Qin, et al.
Published: (2024)
by: Liu, Qin, et al.
Published: (2024)
Embedding Domain Knowledge for Large Language Models via Reinforcement Learning from Augmented Generation
by: Nie, Chaojun, et al.
Published: (2025)
by: Nie, Chaojun, et al.
Published: (2025)
REFINE-LM: Mitigating Language Model Stereotypes via Reinforcement Learning
by: Qureshi, Rameez, et al.
Published: (2024)
by: Qureshi, Rameez, et al.
Published: (2024)
Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning
by: Zhuo, Xingrui, et al.
Published: (2025)
by: Zhuo, Xingrui, et al.
Published: (2025)
Structured Query Construction via Knowledge Graph Embedding
by: Wang, Ruijie, et al.
Published: (2019)
by: Wang, Ruijie, et al.
Published: (2019)
BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs
by: Boizard, Nicolas, et al.
Published: (2026)
by: Boizard, Nicolas, et al.
Published: (2026)
KG-FPQ: Evaluating Factuality Hallucination in LLMs with Knowledge Graph-based False Premise Questions
by: Zhu, Yanxu, et al.
Published: (2024)
by: Zhu, Yanxu, et al.
Published: (2024)
Similar Items
-
ReaLM: Residual Quantization Bridging Knowledge Graph Embeddings and Large Language Models
by: Guo, Wenbin, et al.
Published: (2025) -
Ontology-Enhanced Knowledge Graph Completion using Large Language Models
by: Guo, Wenbin, et al.
Published: (2025) -
ConvD: Attention Enhanced Dynamic Convolutional Embeddings for Knowledge Graph Completion
by: Guo, Wenbin, et al.
Published: (2023) -
Large Language Model Enhanced Knowledge Representation Learning: A Survey
by: Wang, Xin, et al.
Published: (2024) -
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph
by: Jiang, Jinhao, et al.
Published: (2023)