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This wiki is the place to share work related to product search. The list of projects is as follows:

• Dataset describes the dataset introduced by Amazon and performs exploratory data analysis.
• Text Representations and Interactions discusses methods for converting text into a numerical form suitable for information retrieval
• Dense Retrieval

Each search component is connected as illustrated in the figure below.

flowchart TD

subgraph Dataset
    Products
    Judgements[Relevance Judgements]
    Sources[Query Sources]
end

subgraph Indexing
    KE[Keyword Extraction]
    KG[Keyword Generation]
    TE[Text Encoder]
    AVE[Attribute Value Extraction]
end

subgraph Retrieval
    Reranker
end

subgraph Requester
    Evaluation --> Experiments
end

subgraph SearchEngine[Search Engine]
    SR[Sparse Retrieval]
    DR[Dense Retrieval]
end

Products --> Synonyms
Judgements --> Synonyms
Products --> Indexing --> SearchEngine
Requester --> Retrieval --> SearchEngine
Judgements --> Evaluation
Sources --> Evaluation
Synonyms --> Retrieval

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