Query Rewriting on Large-scale e-commerce shopping platform (US market) (test)

0.116MRR

Transformer+Aggregation+Graph

Updated 4d ago

Evaluation Results

Method
Transformer+Aggregation+Graph 2022.09	0.116	-	0.201	28.2
BART+Aggregation+Graph 2022.09	0.105	0.075	0.176	32.9
Transformer+Aggregation 2022.09	0.102	0.07	0.173	27.2
BART+Aggregation 2022.09	0.097	0.064	0.171	31.9
Transformer 2022.09	0.085	0.056	0.159	25.3
MeshBART 2022.09	0.083	0.058	0.143	31.7
MeshTransformer 2022.09	0.083	0.056	0.157	25.9
BART 2022.09	0.082	0.055	0.148	30.9
HRED 2022.09	0.081	0.057	0.142	25.7
BART+Aggregation+Graph 2022.09	0.069	0.046	0.118	32.9
LQRW 2022.09	0.068	0.049	0.126	29.4
Transformer+Aggregation+Graph 2022.09	0.066	0.046	0.12	28.2
BART+Aggregation 2022.09	0.063	0.039	0.109	31.9
Transformer+Aggregation 2022.09	0.052	0.029	0.108	27.2
MeshBART 2022.09	0.05	0.038	0.087	31.7
HRED 2022.09	0.047	0.032	0.084	25.7
BART 2022.09	0.046	0.031	0.082	30.9
Transformer 2022.09	0.043	0.026	0.092	25.3
MeshTransformer 2022.09	0.04	0.027	0.084	25.9
LQRW 2022.09	0.035	0.025	0.064	29.4