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- W4366999557 abstract "As ecommerce continues growing, huge investments in ML and NLP for Information Retrieval are following. While the vector space model dominated retrieval modelling in product search - even as vectorization itself greatly changed with the advent of deep learning -, our position paper argues in a contrarian fashion that program synthesis provides significant advantages for many queries and a significant number of players in the market. We detail the industry significance of the proposed approach, sketch implementation details, and address common objections drawing from our experience building a similar system at Tooso." @default.
- W4366999557 created "2023-04-27" @default.
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- W4366999557 date "2023-04-22" @default.
- W4366999557 modified "2023-09-25" @default.
- W4366999557 title "(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis" @default.
- W4366999557 doi "https://doi.org/10.48550/arxiv.2304.11473" @default.
- W4366999557 hasPublicationYear "2023" @default.
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