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gnn-rel4593-graphsemcom2 – AI Model by silab4 | AlphaNeural AI
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gnn-rel4593-graphsemcom2
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graphsemcom-gnn
graph-neural-network
semantic-communication
webnlg
dart
mit
us
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GraphSemCom GNN (rel4593)
This repo contains:
encoder_best.pt
: GNN encoder weights
edge_clf_best.pt
: edge relation classifier weights
rel2id.json
: mapping of relation string -> class id
config.json
: metadata
How to use (concept)
Build a graph Data(x, edge_index, edge_type)
Run encoder -> h
Add AWGN to h (optional)
Predict relations with edge_clf(h[src], h[dst])
Trained with AWGN augmentation (random SNR 0–20 dB).
