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c-emrs

compgcn

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deeplearning-muli-notes

Notes about courses Dive into Deep Learning by Mu Li

dynamic-kg

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

efficient-neural-network-bilibili

B站Efficient-Neural-Network学习分享的配套代码

evolvegcn

Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

flagembedding

Retrieval and Retrieval-augmented LLMs

graphembedding

Implementation and experiments of graph embedding algorithms.

hinge_code

hyte

EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding

kg-demo-for-movie

从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。

knowledge-graph-publications

Top-level Conference Publications on Knowledge Graph

knowledge_representation_pytorch

Several knowledge graph representation algorithms implemented with pytorch

langchain-chatchat

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

mclea

medical-named-entity-recognition

本项目是针对医疗数据，进行命名实体识别。项目中有600份标注好的电子病历文本，共需识别含解剖部位、独立症状、症状描述、手术和药物五类实体。该领域的命名实体识别问题是自然语言处理中经典的序列标注问题。

nalp

Tensorflow implementations of NaLP: Link Prediction on N-ary Relational Data

nemo

NeMo: a toolkit for conversational AI

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlpapplications

nlp tasks

ontoea

OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding @ ACL'21

openke

An Open-Source Package for Knowledge Embedding (KE)

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

ram

Role-Aware Modeling for N-ary Relational Knowledge Bases

re-net

Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)

research

novel deep learning research works with PaddlePaddle

simple

SimplE Embedding for Link Prediction in Knowledge Graphs

stare

EMNLP 2020: Message Passing for Hyper-Relational Knowledge Graphs