Optimizing Product Deduplication in E-Commerce with Multimodal Embeddings
cs.IR, cs.LG
Submitted: 2025-09-19
Updated: 2025-12-01
Terminology
Sources
- Universal Sentence Encoder
- DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
- Entity Matching using Large Language Models
- Learning variant product relationship and variation attributes from e-commerce website structures
- EfficientNetV2: Smaller Models and Faster Training
- Training data-efficient image transformers & distillation through attention
- Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
- LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
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