Cognitive Semantic Communication Systems Driven by Knowledge Graph

• This repository provides a implementation of the paper: Cognitive Semantic Communication Systems Driven by Knowledge Graph
• The repository covers WebNLG aligning, Knowledge Base error correction, T5 finetuning, T5 based KG-to-Text, and the main experimental figures in the paper.
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Architecture

Preprocess

python preprocess.py

Channel

python channel.py

Train

python train.py

Evaluation

python eval.py

Result

• bits vs sentence length

  

• bits vs number of texts

  

• Sentence Similarity vs p (BSC wrong)

  

• BLEU vs p (BSC wrong)