language: "en" tags: neural search query classification neural search widget: text: "keyword query." KEYWORD QUERY VS STATEMENT/QUESTION CLASSIFIER FOR NEURAL SEARCH Train Loss Validation Acc. Test Acc. : : : 0.000806 0.99 0.997 Trained to add feature for classifying queries between Keyword Query or Question + Statement Query using classification in Haystack Problem Statement: One common challenge that we saw in deployments: We need to distinguish between real questions and keyword queries that come in. We only want to route questions to the Reader branch in order to maximize the accuracy of results and minimize computation efforts/costs. Baseline: https://www.kaggle.com/shahrukhkhan/question v statement detection Dataset: https://www.kaggle.com/stefanondisponibile/quora question keyword pairs Kaggle Notebook: https://www.kaggle.com/shahrukhkhan/question vs statement classification mini bert/
We use cookies for essential functionality and analytics. You can accept or reject analytics cookies.Cookie policy