Skip to content

Instantly share code, notes, and snippets.

@philipphager

philipphager/spec.json

Created June 27, 2020 23:17
Show Gist options
  • Save philipphager/05a7973f4d7172af19ec8a2e00c1f8e0 to your computer and use it in GitHub Desktop.
Save philipphager/05a7973f4d7172af19ec8a2e00c1f8e0 to your computer and use it in GitHub Desktop.
Download ZIP
Vega-Lite spec from Sun Jun 28 2020
Raw
spec.json
{
"config": {
"view": {"continuousWidth": 400, "continuousHeight": 300},
"axis": {
"labelFontSize": 14,
"labelFontWeight": "normal",
"titleFontSize": 14
},
"axisX": {"titlePadding": 20},
"axisY": {"titleFontWeight": "normal"},
"legend": {"labelFontSize": 14}
},
"hconcat": [
{
"layer": [
{
"mark": {"type": "line", "point": true},
"encoding": {
"color": {"type": "nominal", "field": "STS"},
"x": {"type": "nominal", "field": "Sequence Encoder"},
"y": {
"type": "quantitative",
"aggregate": "average",
"field": "Pearson-R",
"scale": {"domain": [0.3, 0.9]},
"title": "Pearson Correlation r"
}
},
"width": 180
},
{
"mark": {"type": "errorband", "extent": "ci"},
"encoding": {
"color": {"type": "nominal", "field": "STS"},
"x": {"type": "nominal", "field": "Sequence Encoder"},
"y": {
"type": "quantitative",
"aggregate": "average",
"field": "Pearson-R",
"scale": {"domain": [0.3, 0.9]},
"title": "Pearson Correlation r"
}
}
}
]
},
{
"layer": [
{
"mark": {"type": "line", "point": true},
"encoding": {
"color": {"type": "nominal", "field": "STS"},
"x": {"type": "nominal", "field": "Pooling"},
"y": {
"type": "quantitative",
"aggregate": "average",
"field": "Pearson-R",
"scale": {"domain": [0.3, 0.9]},
"title": "Pearson Correlation r"
}
},
"width": 120
},
{
"mark": {"type": "errorband", "extent": "ci"},
"encoding": {
"color": {"type": "nominal", "field": "STS"},
"x": {"type": "nominal", "field": "Pooling"},
"y": {
"type": "quantitative",
"aggregate": "average",
"field": "Pearson-R",
"scale": {"domain": [0.3, 0.9]},
"title": "Pearson Correlation r"
}
}
}
]
},
{
"layer": [
{
"mark": {"type": "line", "point": true},
"encoding": {
"color": {"type": "nominal", "field": "STS"},
"x": {"type": "nominal", "field": "Normalization"},
"y": {
"type": "quantitative",
"aggregate": "average",
"field": "Pearson-R",
"scale": {"domain": [0.3, 0.9]},
"title": "Pearson Correlation r"
}
},
"width": 180
},
{
"mark": {"type": "errorband", "extent": "ci"},
"encoding": {
"color": {"type": "nominal", "field": "STS"},
"x": {"type": "nominal", "field": "Normalization"},
"y": {
"type": "quantitative",
"aggregate": "average",
"field": "Pearson-R",
"scale": {"domain": [0.3, 0.9]},
"title": "Pearson Correlation r"
}
}
}
]
}
],
"data": {"name": "data-0ba71cd423370a9cb8591f2497b01fa2"},
"$schema": "https://vega.github.io/schema/vega-lite/v4.0.2.json",
"datasets": {
"data-0ba71cd423370a9cb8591f2497b01fa2": [
{
"Sequence Encoder": "GRU",
"Pooling": "Self Attention",
"Normalization": "None",
"STS": "BIOSSES Test",
"Pearson-R": 0.612
},
{
"Sequence Encoder": "GRU",
"Pooling": "Self Attention",
"Normalization": "Corpus",
"STS": "BIOSSES Test",
"Pearson-R": 0.577
},
{
"Sequence Encoder": "GRU",
"Pooling": "Self Attention",
"Normalization": "Document",
"STS": "BIOSSES Test",
"Pearson-R": 0.58
},
{
"Sequence Encoder": "GRU",
"Pooling": "Graph Attention",
"Normalization": "None",
"STS": "BIOSSES Test",
"Pearson-R": 0.532
},
{
"Sequence Encoder": "GRU",
"Pooling": "Graph Attention",
"Normalization": "Corpus",
"STS": "BIOSSES Test",
"Pearson-R": 0.622
},
{
"Sequence Encoder": "GRU",
"Pooling": "Graph Attention",
"Normalization": "Document",
"STS": "BIOSSES Test",
"Pearson-R": 0.585
},
{
"Sequence Encoder": "LSTM",
"Pooling": "Self Attention",
"Normalization": "None",
"STS": "BIOSSES Test",
"Pearson-R": 0.617
},
{
"Sequence Encoder": "LSTM",
"Pooling": "Self Attention",
"Normalization": "Corpus",
"STS": "BIOSSES Test",
"Pearson-R": 0.578
},
{
"Sequence Encoder": "LSTM",
"Pooling": "Self Attention",
"Normalization": "Document",
"STS": "BIOSSES Test",
"Pearson-R": 0.563
},
{
"Sequence Encoder": "LSTM",
"Pooling": "Graph Attention",
"Normalization": "None",
"STS": "BIOSSES Test",
"Pearson-R": 0.58
},
{
"Sequence Encoder": "LSTM",
"Pooling": "Graph Attention",
"Normalization": "Corpus",
"STS": "BIOSSES Test",
"Pearson-R": 0.59
},
{
"Sequence Encoder": "LSTM",
"Pooling": "Graph Attention",
"Normalization": "Document",
"STS": "BIOSSES Test",
"Pearson-R": 0.547
},
{
"Sequence Encoder": "Transformer",
"Pooling": "Self Attention",
"Normalization": "None",
"STS": "BIOSSES Test",
"Pearson-R": 0.541
},
{
"Sequence Encoder": "Transformer",
"Pooling": "Self Attention",
"Normalization": "Corpus",
"STS": "BIOSSES Test",
"Pearson-R": 0.514
},
{
"Sequence Encoder": "Transformer",
"Pooling": "Self Attention",
"Normalization": "Document",
"STS": "BIOSSES Test",
"Pearson-R": 0.533
},
{
"Sequence Encoder": "Transformer",
"Pooling": "Graph Attention",
"Normalization": "None",
"STS": "BIOSSES Test",
"Pearson-R": 0.482
},
{
"Sequence Encoder": "Transformer",
"Pooling": "Graph Attention",
"Normalization": "Corpus",
"STS": "BIOSSES Test",
"Pearson-R": 0.447
},
{
"Sequence Encoder": "Transformer",
"Pooling": "Graph Attention",
"Normalization": "Document",
"STS": "BIOSSES Test",
"Pearson-R": 0.438
},
{
"Sequence Encoder": "GRU",
"Pooling": "Self Attention",
"Normalization": "None",
"STS": "MedSTS Test",
"Pearson-R": 0.71
},
{
"Sequence Encoder": "GRU",
"Pooling": "Self Attention",
"Normalization": "Corpus",
"STS": "MedSTS Test",
"Pearson-R": 0.674
},
{
"Sequence Encoder": "GRU",
"Pooling": "Self Attention",
"Normalization": "Document",
"STS": "MedSTS Test",
"Pearson-R": 0.663
},
{
"Sequence Encoder": "GRU",
"Pooling": "Graph Attention",
"Normalization": "None",
"STS": "MedSTS Test",
"Pearson-R": 0.749
},
{
"Sequence Encoder": "GRU",
"Pooling": "Graph Attention",
"Normalization": "Corpus",
"STS": "MedSTS Test",
"Pearson-R": 0.721
},
{
"Sequence Encoder": "GRU",
"Pooling": "Graph Attention",
"Normalization": "Document",
"STS": "MedSTS Test",
"Pearson-R": 0.663
},
{
"Sequence Encoder": "LSTM",
"Pooling": "Self Attention",
"Normalization": "None",
"STS": "MedSTS Test",
"Pearson-R": 0.722
},
{
"Sequence Encoder": "LSTM",
"Pooling": "Self Attention",
"Normalization": "Corpus",
"STS": "MedSTS Test",
"Pearson-R": 0.674
},
{
"Sequence Encoder": "LSTM",
"Pooling": "Self Attention",
"Normalization": "Document",
"STS": "MedSTS Test",
"Pearson-R": 0.61
},
{
"Sequence Encoder": "LSTM",
"Pooling": "Graph Attention",
"Normalization": "None",
"STS": "MedSTS Test",
"Pearson-R": 0.738
},
{
"Sequence Encoder": "LSTM",
"Pooling": "Graph Attention",
"Normalization": "Corpus",
"STS": "MedSTS Test",
"Pearson-R": 0.74
},
{
"Sequence Encoder": "LSTM",
"Pooling": "Graph Attention",
"Normalization": "Document",
"STS": "MedSTS Test",
"Pearson-R": 0.663
},
{
"Sequence Encoder": "Transformer",
"Pooling": "Self Attention",
"Normalization": "None",
"STS": "MedSTS Test",
"Pearson-R": 0.62
},
{
"Sequence Encoder": "Transformer",
"Pooling": "Self Attention",
"Normalization": "Corpus",
"STS": "MedSTS Test",
"Pearson-R": 0.51
},
{
"Sequence Encoder": "Transformer",
"Pooling": "Self Attention",
"Normalization": "Document",
"STS": "MedSTS Test",
"Pearson-R": 0.591
},
{
"Sequence Encoder": "Transformer",
"Pooling": "Graph Attention",
"Normalization": "None",
"STS": "MedSTS Test",
"Pearson-R": 0.652
},
{
"Sequence Encoder": "Transformer",
"Pooling": "Graph Attention",
"Normalization": "Corpus",
"STS": "MedSTS Test",
"Pearson-R": 0.651
},
{
"Sequence Encoder": "Transformer",
"Pooling": "Graph Attention",
"Normalization": "Document",
"STS": "MedSTS Test",
"Pearson-R": 0.635
}
]
}
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment