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px6927's Projects

autokg icon autokg

Code and dataset for the paper "LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities".

ccks-2020 icon ccks-2020

CCKS 2020：新冠知识图谱构建与问答评测（四）新冠知识图谱问答评测

ccks2019-ckbqa icon ccks2019-ckbqa

A system for CCKS2019-CKBQA, whose single system reach 0.69 and ensemble system reach 0.73

ccks2020-entitylink icon ccks2020-entitylink

CCKS2020 面向中文短文本的实体链指任务。主要思路为：使用基于BiLSTM和Attention的语义模型进行Query和Doc的文本匹配，再针对匹配度进行pairwise排序，从而选出最优的知识库实体。

chinese_kgqa icon chinese_kgqa

该仓库目的是实现基于知识图谱的中文问答系统

cluener2020 icon cluener2020

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

deepke icon deepke

An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.

dragon icon dragon

[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining

gnn-noge icon gnn-noge

Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)

k-bert icon k-bert

Source code of K-BERT (AAAI2020)

kg-bert icon kg-bert

KG-BERT: BERT for Knowledge Graph Completion

kgt5 icon kgt5

Sequence-to-Sequence Knowledge Graph Completion and Question Answering (KGT5)

mkgcn icon mkgcn

Multi-modal Knowledge Graph Convolutional Networks for Music Recommendation System

neuralkg icon neuralkg

[Tool] For Knowledge Graph Representation Learning

nursingknowledgepn icon nursingknowledgepn

This project mainly focuses on introducing the multimodal knowledge graph we have developed in the field of nursing . We have open-sourced of the **code and database** to facilitate further research by others. The establishment of NMKG effectively integrates various

pkg-bert icon pkg-bert

Source code and data for the paper A Multi-Modal Knowledge Graph for Classical Chinese Poetry which is accepted by the Findings of EMNLP 2022.

plms-in-practical-kbqa icon plms-in-practical-kbqa

The code of An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question Answering

qagnn icon qagnn

[NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖

reasoning-on-graphs icon reasoning-on-graphs

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

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