Study of Encoder-Decoder Architectures for Code-Mix Search Query Translation. (arXiv:2208.03713v1 [cs.CL])

With the broad reach of the internet and smartphones, e-commerce platforms
have an increasingly diversified user base. Since native language users are not
conversant in English, their preferred browsing mode is their regional language
or a combination of their regional language and English. From our recent study
on the query data, we noticed that many of the queries we receive are code-mix,
specifically Hinglish i.e. queries with one or more Hindi words written in
English (Latin) script. We propose a …

arxiv code encoder encoder-decoder query search study translation