CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Some papers on Knowledge Graph Embedding(KGE)

Semantic Evidence aware Graph Neural Network (SE-GNN) for Knowledge Graph Embedding task (AAAI'22).

SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models

The code of paper Rethinking Graph Convolutional Networks in Knowledge Graph Completion. Zhanqiu Zhang, Jie Wang, Jieping Ye, Feng Wu. WWW 2022.

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

"Inductive Entity Representations from Text via Link Prediction" @ The Web Conference 2021

Code and datasets for the WWW2022 paper "KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction"

Source code for TACL paper "KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation".

KG-BERT: BERT for Knowledge Graph Completion

CoLAKE: Contextualized Language and Knowledge Embedding

NJUSE-大数据分析课程作业

Convolutional 2D Knowledge Graph Embeddings resources

Representation Learning of Knowledge Graphs with Entity Descriptions (AAAI'16)