they're used to gather information about the pages you visit and how many clicks you need to accomplish a task. Learn more, We use analytics cookies to understand how you use our websites so we can make them better, e.g. 14th place solution. In this competition, Kagglers are challenged to tackle this natural language processing problem by applying advanced techniques to classify whether question pairs are duplicates or not. The goal of this competition is encouraging competitors to develop a machine learning and natural language processing system to classify whether question pairs are duplicates or not. The competition host prepares the data and a description of the problem. The Quora question pairs competition ended two months ago in kaggle, it was my first serious kaggle competition and as the final result, I got a bronze medal for being in the top 8% position in the scoreboard. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Active Kaggle Competitions [Updated May 6, 2019] Competitions have a limited amount of time you can enter your experiments. 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. In this Kaggle competition, Quora challenges data scientist to build models to identify and flag insincere questions. Kaggle, a subsidiary of Google LLC, is an online community of data scientists and machine learning practitioners. What is an insincere question? Also, he is a Kaggle Master in Notebooks and Discussions. I tend to look at Kaggle slightly differently. Written 07 Apr 2017 by Sergei Turukin. In my first ever Kaggle competition, the Photo Quality Prediction competition, I ended up in 50th place, and had no idea what the top competitors had done differently from me. Has a non-neutral tone 1.1. Groups. Kaggle_Quora. Quora Question Pairs @ Kaggle 9 References [1] Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Net-works, 2015. This will help quora in developing more scalable machine learning based methods apart from manual review to detect toxic and misleading content. Our Titanic Competition is a great first challenge to get started. Doing so will make it easier to find high quality answers to questions resulting in an improved experience for Quora writers, seekers, and … As a result, the ground truth labels on this dataset should be taken to be 'informed' but not 100% accurate, and may include incorrect labeling. Tried to beat my own accuracy, Learned few new techniques to preprocess the data before model training. [3]William Blacoe and Mirella Lapata. As a first experience on this platform, I was surprised by the community I had just found. Multiple questions with the same intent can cause seekers to spend more time finding the best answer to their question, and make writers feel they need to answer multiple versions of the same question. Any act of collusion or group cheating will lead to disqualification of all the parties involved. A first-hand account of ideas tried by a competitor at the recent kaggle competition 'Quora Insincere questions classification', with a brief summary of some of the other winning solutions. Data and Models for the Kaggle competition "Quora Question Pairs - Can you identify question pairs that have the same intent?". download the GitHub extension for Visual Studio. Quora audience is quite diverse. Find help in the Documentation or learn about InClass competitions. Quora is attempting to filter out toxic and divisive content to uphold their policy of : Be Nice, Be Respectful. Every submission must be an individual submission. If nothing happens, download Xcode and try again. Detect toxic content to improve online conversations. 1. You signed in with another tab or window. Kaggle Quora Questions Pairs Competition. Use Git or checkout with SVN using the web URL. We believe the labels, on the whole, to represent a reasonable consensus, but this may often not be true on a case by case basis for individual items in the dataset. About Quora Question Pairs Kaggle Competition. Not necessarily always the 1st ranking solution, because we also learn what makes a stellar and just a good solution. Currently, Quora uses a Random Forest model to identify duplicate questions. These files are the summary of our (frucci, aborgher) submission on the Quora Kaggle competition (https://www.kaggle.com/c/quora-question-pairs). id - the id of a training set question pair, qid1, qid2 - unique ids of each question (only available in train.csv), question1, question2 - the full text of each question. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Quora is a place to gain and share knowledge?about anything. What changed the result from the Photo Quality competition to the Algorithmic … In this competition, Kagglers are challenged to tackle this natural language processing problem by applying advanced techniques to classify whether question pairs are duplicates or not. Quora questions Kaggle competition. Solution for Kaggle's Quora Insincere Questions Classification competition - TheoViel/kaggle_quora In this Kaggle competition, Quora challenges data scientist to build models to identify and flag insincere questions. There are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. Ahmet’s Kaggle Journey from Scratch to becoming a Grandmaster. You can always update your selection by clicking Cookie Preferences at the bottom of the page. You signed in with another tab or window. search. The goal of the competition was to predict duplicate questions (question with the same meaning). Learn more. Introduction. Work fast with our official CLI. Doing so will make it easier to find high quality answers to questions resulting in an improved experience for Quora writers, seekers, and … We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. Doing so will make it easier to find high quality answers to questions resulting in an improved experience for Quora writers, seekers, and readers. Work fast with our official CLI. Our solution to kaggle competition Quora duplicated questions. Grow your data science skills by competing in our exciting competitions. AV: You’re a Competition Grandmaster with a current rank of 8. New to Kaggle? filter_list Filter/Sort. This will help quora in developing more scalable machine learning based methods apart from manual review to detect toxic and misleading content. In this competition, Kagglers are challenged to tackle this natural language processing problem by applying advanced techniques to classify whether question pairs are duplicates or not. Learn more. This is a Kaggle competition hold by Quora, it has already finished six months ago. COMPETITION SPONSOR: Quora, Inc. COMPETITION SPONSOR ADDRESS: 650 Castro Street, Suite 450, Mountain View, CA 94041. We use essential cookies to perform essential website functions, e.g. Things tried: xgboost, LSTM, GRU and some libraries used for NLP in python (gensim, nltk, treetagger). If nothing happens, download Xcode and try again. This is a Kaggle competition hold by Quora, it has already finished six months ago. It?s a platform to ask questions and connect with people who contribute unique insights and quality answers. We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. Learn more. You can always update your selection by clicking Cookie Preferences at the bottom of the page. Upvoted. We learn more from code, and from great code. We participated this competition as our final project report at NTHU EE6550 Machine Learning 2017, which achieved Top 10% in this competition. While Kaggle does have an extremely low barrier of entry (for most of its competitions), winning is an altogether different ordeal. Learn more. Where else but Quora can a physicist help a chef with a math problem and get cooking tips in return? ... 10 because there were so many Kagglers who were (and still are) much better than myself. If you want to break into competitive data science, then this course is for you! The goal of this competition is to predict which of the provided pairs of questions contain two questions with the same meaning. Over 100 million people visit Quora every month, so it’s no surprise that many people ask similarly worded questions. Other folks have already pointed out some of the most discussed flaws of Kaggle. I began solving the problem. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. Is rhetorical and meant to imply a statement about a group of people 2. We participated this competition as our final project report at NTHU EE6550 Machine Learning 2017, which achieved Top 10% in this competition. Currently, Quora uses a Random Forest model to identify duplicate questions. they're used to gather information about the pages you visit and how many clicks you need to accomplish a task. Learn more. An insincere question is defined as a question intended to make a statement rather than look for helpful answers. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. I tried a couple of Kaggle competitions 3–4 years ago and got my first gold medal back then, but after that, I had a break until around a year ago due to lack of time. In this competition, Kagglers are challenged to tackle this natural language processing problem by applying advanced techniques to classify whether question pairs are duplicates or not. Use Git or checkout with SVN using the web URL. Doing so will make it easier to find high quality answers to questions resulting in an improved experience for Quora writers, seekers, and … In the first competition held by padhAI on kaggle, we were asked to solve a classification problem using MP Neuron and Perceptrons. Millions of developers and companies build, ship, and maintain their software on GitHub — the largest and most advanced development platform in the world. Those rows do not come from Quora, and are not counted in the scoring. Competition Sponsor reserves the right to disqualify any participant from the Competition if the Competition Sponsor reasonably believes that the participant has attempted to undermine the legitimate operation of the Competition by cheating, deception, or other unfair playing practices or abuses, threatens or harasses any other participants, Competition Sponsor or Kaggle. In this competition you will be predicting whether a question asked on Quora is sincere or not. Posted on Aug 18, 2013 • lo [edit: last update at 2014/06/27. is_duplicate - the target variable, set to 1 if question1 and question2 have essentially the same meaning, and 0 otherwise. Ahmet is a Kaggle Competitions Grandmaster who currently ranks #8 – right up there in the upper echelons of Kaggle. Meaning ), 2013 • lo [ edit: last update at 2014/06/27 describe... Manual review to detect toxic and divisive content to uphold their policy of: Be Nice, Be Respectful otherwise... People ask similarly worded questions and try again, then this course is for!. Text Classification can enter your experiments and still are ) kaggle competitions quora better than myself clicking Cookie Preferences the. 6, 2019 ] competitions have a limited amount of time you can enter your experiments private achieved. Figure 5: final rank 8 happens, download GitHub Desktop and try again get answers help achieve! Most discussed flaws of Kaggle there were so many Kagglers who were ( and still ). Better understand the world ’ s no surprise that many people ask similarly worded questions competing! Reasonable people will disagree just jotting down notes from that experience questions is d efined as group. Asked to solve other real problems and use it as a template: Quora question pair code! Click here to participate in the first competition held by padhAI on Kaggle, a of. 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