query
stringlengths 4
38
| pos
sequencelengths 1
1
| neg
sequencelengths 7
7
|
---|---|---|
Relevance | [
"Pertinence contestée"
] | [
"Productivité améliorée",
"Fiabilité supérieure",
"Extensibilité insuffisante",
"Manque de rigidité",
"Efficacité plutôt que vitesse",
"Simplicité supérieure",
"Flexibilité insuffisante"
] |
Speed | [
"Efficacité plutôt que vitesse"
] | [
"Productivité améliorée",
"Fiabilité supérieure",
"Extensibilité insuffisante",
"Manque de rigidité",
"Pertinence contestée",
"Simplicité supérieure",
"Flexibilité insuffisante"
] |
Complexity | [
"Simplicité supérieure"
] | [
"Productivité améliorée",
"Fiabilité supérieure",
"Extensibilité insuffisante",
"Manque de rigidité",
"Pertinence contestée",
"Efficacité plutôt que vitesse",
"Flexibilité insuffisante"
] |
Adaptability | [
"Flexibilité insuffisante"
] | [
"Productivité améliorée",
"Fiabilité supérieure",
"Extensibilité insuffisante",
"Manque de rigidité",
"Pertinence contestée",
"Efficacité plutôt que vitesse",
"Simplicité supérieure"
] |
Productivité améliorée | [
"Efficiency"
] | [
"Accuracy",
"Scalability",
"Flexibility",
"Relevance",
"Speed",
"Complexity",
"Adaptability"
] |
Fiabilité supérieure | [
"Accuracy"
] | [
"Efficiency",
"Scalability",
"Flexibility",
"Relevance",
"Speed",
"Complexity",
"Adaptability"
] |
Extensibilité insuffisante | [
"Scalability"
] | [
"Efficiency",
"Accuracy",
"Flexibility",
"Relevance",
"Speed",
"Complexity",
"Adaptability"
] |
Manque de rigidité | [
"Flexibility"
] | [
"Efficiency",
"Accuracy",
"Scalability",
"Relevance",
"Speed",
"Complexity",
"Adaptability"
] |
Pertinence contestée | [
"Relevance"
] | [
"Efficiency",
"Accuracy",
"Scalability",
"Flexibility",
"Speed",
"Complexity",
"Adaptability"
] |
Efficacité plutôt que vitesse | [
"Speed"
] | [
"Efficiency",
"Accuracy",
"Scalability",
"Flexibility",
"Relevance",
"Complexity",
"Adaptability"
] |
Simplicité supérieure | [
"Complexity"
] | [
"Efficiency",
"Accuracy",
"Scalability",
"Flexibility",
"Relevance",
"Speed",
"Adaptability"
] |
Flexibilité insuffisante | [
"Adaptability"
] | [
"Efficiency",
"Accuracy",
"Scalability",
"Flexibility",
"Relevance",
"Speed",
"Complexity"
] |
Anomaly detection | [
"Détection d'irrégularités"
] | [
"Réduction de dimensions",
"Extraction de caractéristiques",
"Apprentissage non supervisé",
"Réduction de bruit",
"Apprentissage des représentations",
"Modélisation discriminative",
"apprentissage spécifique"
] |
Dimensionality reduction | [
"Réduction de dimensions"
] | [
"Détection d'irrégularités",
"Extraction de caractéristiques",
"Apprentissage non supervisé",
"Réduction de bruit",
"Apprentissage des représentations",
"Modélisation discriminative",
"apprentissage spécifique"
] |
Feature extraction | [
"Extraction de caractéristiques"
] | [
"Détection d'irrégularités",
"Réduction de dimensions",
"Apprentissage non supervisé",
"Réduction de bruit",
"Apprentissage des représentations",
"Modélisation discriminative",
"apprentissage spécifique"
] |
Data compression | [
"Apprentissage non supervisé"
] | [
"Détection d'irrégularités",
"Réduction de dimensions",
"Extraction de caractéristiques",
"Réduction de bruit",
"Apprentissage des représentations",
"Modélisation discriminative",
"apprentissage spécifique"
] |
Image denoising | [
"Réduction de bruit"
] | [
"Détection d'irrégularités",
"Réduction de dimensions",
"Extraction de caractéristiques",
"Apprentissage non supervisé",
"Apprentissage des représentations",
"Modélisation discriminative",
"apprentissage spécifique"
] |
Representation learning | [
"Apprentissage des représentations"
] | [
"Détection d'irrégularités",
"Réduction de dimensions",
"Extraction de caractéristiques",
"Apprentissage non supervisé",
"Réduction de bruit",
"Modélisation discriminative",
"apprentissage spécifique"
] |
Generative modeling | [
"Modélisation discriminative"
] | [
"Détection d'irrégularités",
"Réduction de dimensions",
"Extraction de caractéristiques",
"Apprentissage non supervisé",
"Réduction de bruit",
"Apprentissage des représentations",
"apprentissage spécifique"
] |
Transfer learning | [
"apprentissage spécifique"
] | [
"Détection d'irrégularités",
"Réduction de dimensions",
"Extraction de caractéristiques",
"Apprentissage non supervisé",
"Réduction de bruit",
"Apprentissage des représentations",
"Modélisation discriminative"
] |
Détection d'irrégularités | [
"Anomaly detection"
] | [
"Dimensionality reduction",
"Feature extraction",
"Data compression",
"Image denoising",
"Representation learning",
"Generative modeling",
"Transfer learning"
] |
Réduction de dimensions | [
"Dimensionality reduction"
] | [
"Anomaly detection",
"Feature extraction",
"Data compression",
"Image denoising",
"Representation learning",
"Generative modeling",
"Transfer learning"
] |
Extraction de caractéristiques | [
"Feature extraction"
] | [
"Anomaly detection",
"Dimensionality reduction",
"Data compression",
"Image denoising",
"Representation learning",
"Generative modeling",
"Transfer learning"
] |
Apprentissage non supervisé | [
"Data compression"
] | [
"Anomaly detection",
"Dimensionality reduction",
"Feature extraction",
"Image denoising",
"Representation learning",
"Generative modeling",
"Transfer learning"
] |
Réduction de bruit | [
"Image denoising"
] | [
"Anomaly detection",
"Dimensionality reduction",
"Feature extraction",
"Data compression",
"Representation learning",
"Generative modeling",
"Transfer learning"
] |
Apprentissage des représentations | [
"Representation learning"
] | [
"Anomaly detection",
"Dimensionality reduction",
"Feature extraction",
"Data compression",
"Image denoising",
"Generative modeling",
"Transfer learning"
] |
Modélisation discriminative | [
"Generative modeling"
] | [
"Anomaly detection",
"Dimensionality reduction",
"Feature extraction",
"Data compression",
"Image denoising",
"Representation learning",
"Transfer learning"
] |
apprentissage spécifique | [
"Transfer learning"
] | [
"Anomaly detection",
"Dimensionality reduction",
"Feature extraction",
"Data compression",
"Image denoising",
"Representation learning",
"Generative modeling"
] |