Our first dataset is related to the problem of identifying duplicate questions. This is just jotting down notes from that experience. Contribute to stys/kaggle-quora-question-pairs development by creating an account on GitHub. In this post we will use Keras to classify duplicated questions from Quora. In this post we will use Keras to classify duplicated questions from Quora. Quora Question Pair Similarity @Applied AI Course/ AI Case study - Duration: 4:03. QQP(Quora Question Pairs)というお題で、実際にスコアを出してみたいと思います。 このQQPというタスク、実は1年くらい前にKaggleのコンペにもなっていました。 (BERT論文の対象タスクであるGLUE benchmarkのタスクと、どっちが The dataset first appeared in the Kaggle competition Quora Question Pairs and consists of approximately 400,000 pairs of questions along with a column indicating if the question pair is considered a duplicate. Kaggle competition to determine Quora duplicate question pairs - https://www.kaggle.com/c/quora-question-pairs - laknath/quora_duplication_pairs Quora duplicate question pairs Kaggle competition ended a few months ago, and it was a great opportunity for all NLP enthusiasts to try out all sorts of nerdy tools in their arsenals. The dataset first appeared in the Kaggle competition Quora Question Pairs and consists of approximately 400,000 pairs of questions along with a column indicating if the question pair is considered a duplicate. The exact blend varies by competition, and can often be surprising. Kaggle challenge to detecting duplicate questions in Quora with natural language processing - Gustibimo/quora-duplicate-detection This case study is called Quora Question Pairs Similarity Problem. There are currently many approaches in the Kaggle Kernel section each with its own merits and drawback. This is just jotting down notes from that I accept the sides of the box. 08 Jun 2017. category: math . The dataset first appeared in the Kaggle competition Quora Question Pairs and consists of approximately 400,000 pairs of questions along with a column indicating if the question pair is considered a duplicate. Quoraコンペとは 2017å¹´ 6月 13日 Quoraコンペ参加記録 4 正式名称:Quora Question Pairs 2つの質問が与えられてそれが同じかどうか判定する2値分類の精度度を競うコンペ question1 question2 is_duplicate What is the step by step In this post, I like to investigate this dataset and at least propose a baseline method with deep learning. Our solution to kaggle competition Quora duplicated questions - frucci/kaggle_quora_competition The dataset first appeared in the Kaggle competition Quora Question Pairs and consists of approximately 400,000 pairs of questions along with a column indicating if the question pair is considered a duplicate… Applied AI Course 9,869 views 4:03 Code with me (live): How to make your first Kaggle … Quora duplicate question pairs Kaggle competition ended a few months ago, and it was a great opportunity for all NLP enthusiasts to try out all sorts of nerdy tools in their arsenals. Identify duplicate questions on Quora Kaggle: Quora question pair similarity 4 minute read Problem statement To predict which of the provided pairs … Kaggle competitions require a unique blend of skill, luck, and teamwork to win. Quora recently announced the first public dataset that they ever released. Introduction In this post we will use Keras to classify duplicated questions from Quora. Quora duplicate question pairs Kaggle competition ended a few months ago, and it was a great opportunity for all NLP enthusiasts to try out all sorts of nerdy tools in their arsenals. Quora provided 400K+ question pairs for the training set, and the final test data set has 2,345,796 question pairs (that's alot of data! kaggle_quora In this Kaggle competition, the goal is to compile a model to identify if a pair of questioins is asking the same thing or not. For example, two questions below carry the same intent. This is just jotting down notes from that experience. The aim of this Kaggle competition is to predict whether the question pairs in the data set, obtained from Quora, have the same meaning. In this post, we'll give you a sense of what's possible with our duplicate The Quora dataset consists of a large number of question pairs and a label which mentions whether the question pair is logically duplicate or not. ). In this case study we will be dealing with the task of pairing up the duplicate questions from quora. Duplicate QUORA question detection:Kaggle Dataset Ask Question Asked 1 year, 4 months ago Active 1 year , 4 months ago Viewed 50 times 0 $\begingroup$ I have tried to … Kaggle … I will do my best to … RNN for Quora duplicate questions Written 14 Apr 2017 by Sergei Turukin This is a follow-up post after this one where I started participating in Kaggle Quora competition. 結果 このコンペは同じ質問が何度も使われており,使われる頻度が重要なヒントになっています. そのため,BERT単体では, 学習時間: 3〜4時間 予測時間: 3時間 Private: 0.33466 Public: 0.32676 となり,あまり良い性能は出 That architecture can learn a new embedding: [math]y_1 = f(q_1)[/math] Such that [math]d = ||y_1 - y Kaggle | Quora Question Pairs 🥉. Beside the proposed method, it includes some examples showing how to use […] Contribute to sjvasquez/quora-duplicate-questions development by creating an account on GitHub. Quora questions Kaggle competition Written 07 Apr 2017 by Sergei Turukin I recently found that quora released first publicly available dataset: question pairs. An important product principle for Quora is that there should be a single question page for each logically distinct question. The objective is to develop a model that predicts which of the provided pairs of Quora questions contain the same meaning (could be classified as duplicates). I think the siamese long-short-term memory (LSTM) networks is a great starting point as suggested by Conner Davis. I tend to look at Kaggle slightly differently. It includes 404351 question pairs with a label column indicating if they are duplicate or not. We recently released a public dataset of duplicate questions that can be used to train duplicate question detection models like the one we use at Quora. 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