[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

An Innovative Agent Framework Driven by KG Engine

基于Pytorch和torchtext的知识图谱深度学习框架。

Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"

Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024

[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".

[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation

EMNLP2020 - Language Generation with Multi-hop Reasoning on Commonsense Knowledge Graph

[ICLR 2023] Multimodal Analogical Reasoning over Knowledge Graphs

Official code of the ACL 2025 paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"

[NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

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Baselines for CCKS 2022 Task "Link Prediction for Multimodal Product Knowledge Graph"

Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.

KAGSA PROGRAMMING LANGUAGE

[NLPCC 2023] Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings with Language Models

[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction

[EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study

[WWW 2025] Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning