{"id":12044,"date":"2020-01-01T00:00:00","date_gmt":"2020-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2020\/improving-product-relevance-for-online-voice-groceries\/"},"modified":"2020-01-01T00:00:00","modified_gmt":"2020-01-01T08:00:00","slug":"improving-product-relevance-for-online-voice-groceries","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2020\/improving-product-relevance-for-online-voice-groceries\/","title":{"rendered":"Improving Product Relevance for Online Voice Groceries"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Walmart Labs Voice<\/span> <span class=\"project-dept-year\">Computer Science, 2019-20<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Ghodrat Aalipour, Venkata Nandanavanam<br \/>\n<strong>Advisor(s):<\/strong> Colleen Lewis (F), Ran Libeskind-Hadas (S)<br \/>\n<strong>Students(s):<\/strong> Shannon Steele (PM-S), Ka Ki Fung (PM-F), Richy Chen, Justin Gadalla<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>The purpose of Walmart Labs\u2019 Clinic project is to improve the product relevance for online voice grocery queries. There are two components of the project: feature extraction for concepts and question generation for Walmart\u2019s question answering system. For feature extraction, we algorithmically extract candidate features from user\u2019s search queries. To expand the Q-and-A system, we generate generic question templates from user-submitted questions, then for specific concepts, we can use the generic templates and populate them with extracted product information and candidate features.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Walmart Labs Voice Computer Science, 2019-20 Liaison(s): Ghodrat Aalipour, Venkata Nandanavanam Advisor(s): Colleen Lewis (F), Ran Libeskind-Hadas (S) Students(s): Shannon [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[140],"tags":[609],"class_list":["post-12044","post","type-post","status-publish","format-standard","hentry","category-computer-science","tag-walmart-labs-voice"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12044","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=12044"}],"version-history":[{"count":0,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12044\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12044"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12044"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12044"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}