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If nothing happens, download GitHub Desktop and try again. Is rhetorical and meant to imply a statement about a group of people 2. Find help in the Documentation or learn about InClass competitions. About Quora Question Pairs Kaggle Competition. search. 14th place solution. People use it for studying, work consultations and whenever they have second thoughts about almost anything. Has an exaggerated tone to underscore a point about a group of people 1.2. 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. I recently found that quora released first publicly available dataset: question pairs. Solution for Kaggle's Quora Insincere Questions Classification competition - TheoViel/kaggle_quora Posted on Aug 18, 2013 • lo [edit: last update at 2014/06/27. Kaggle Competition Past Solutions. After you completion submission, come back and click here to participate in the Kaggle competition. Kaggle is an online community of data scientists and machine learners, owned by Google, Inc. Kaggle allows users to find and publish data sets, explore and build models in a web-based data science environment, work with other data scientists and machine learning engineers, and enter competitions to solve data science challenges. If nothing happens, download GitHub Desktop and try again. Competition page:Leaderboard of quora question pair Github code:kaggle quora@github Figure 5: Final rank 8. All. Not every feature, that can be created with features notebooks was contained in final model - idea of this repository is to give more of an overview of methods used and those that could be used for similar problems. Some characteristics that can signify that a question is insincere: 1. All of the questions in the training set are genuine examples from Quora. Doing so will make it easier to find high quality answers to questions resulting in an improved experience for Quora writers, seekers, and … Use Git or checkout with SVN using the web URL. is_duplicate - the target variable, set to 1 if question1 and question2 have essentially the same meaning, and 0 otherwise. Currently, Quora uses a Random Forest model to identify duplicate questions. 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. Currently, Quora uses a Random Forest model to identify duplicate questions. they're used to log you in. Quora questions Kaggle competition. Quora is a place to gain and share knowledge?about anything. Where else but Quora can a physicist help a chef with a math problem and get cooking tips in return? No Topics to Show. 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. download the GitHub extension for Visual Studio. You signed in with another tab or window. We use essential cookies to perform essential website functions, e.g. Quora is a Q&A site where anyone can ask questions and get answers. Human labeling is also a 'noisy' process, and reasonable people will disagree. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Suggests a discrimina… You can always update your selection by clicking Cookie Preferences at the bottom of the page. Code is uncleaned, latest versions are uploaded. Work fast with our official CLI. An insincere questions is d efined as a question intended to make a statement rather than look for helpful answers. Any act of collusion or group cheating will lead to disqualification of all the parties involved. Kaggle, a subsidiary of Google LLC, is an online community of data scientists and machine learning practitioners. download the GitHub extension for Visual Studio, https://www.kaggle.com/c/quora-question-pairs. Doing so will make it easier to find high quality answers to questions resulting in an improved experience for Quora writers, seekers, and readers. ... 10 because there were so many Kagglers who were (and still are) much better than myself. You signed in with another tab or window. In this Kaggle competition, Quora challenges data scientist to build models to identify and flag insincere questions. Upvoted. 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. You can always update your selection by clicking Cookie Preferences at the bottom of the page. If you want to break into competitive data science, then this course is for you! Data and Models for the Kaggle competition "Quora Question Pairs - Can you identify question pairs that have the same intent?" What is an insincere question? AE: Three competitions which were milestones for me: Quora Question Pairs: It was my first competition. 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. Also, he is a Kaggle Master in Notebooks and Discussions. Over 100 million people visit Quora every month, so it's no surprise that many people ask similarly worded questions. 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. We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. 1. This is just jotting down notes from that experience. filter_list Filter/Sort. The ground truth is the set of labels that have been supplied by human experts. Currently, Quora uses a Random Forest model to identify duplicate questions. We joined the competition to learn & have fun while deadline was 1 month to go. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. I began solving the problem. Quora is attempting to filter out toxic and divisive content to uphold their policy of : Be Nice, Be Respectful. Quora Insincere Questions classification was the second kaggle competition hosted by quora with the objective to develop more scalable methods to detect toxic and misleading content on their platform. Every submission must be an individual submission. 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. I accept the sides of the box. Over 100 million people visit Quora every month, so it’s no surprise that many people ask similarly worded questions. We learn more from code, and from great code. There are many reasons behind this. Start here! Learn more. Not necessarily always the 1st ranking solution, because we also learn what makes a stellar and just a good solution. What changed the result from the Photo Quality competition to the Algorithmic … All. ... "Competition Entities" means the Competition Sponsor, Kaggle Inc., and their respective parent companies, subsidiaries and affiliates. We use essential cookies to perform essential website functions, e.g. Our Titanic Competition is a great first challenge to get started. Quora_duplicate.ipynb: main jupyter-notebook used for features extraction and to run the model, quoradefs.py: many defined functions used in Quora_duplicate, Tagger.ipynb: add verb-nouns-etc.. composition to the phrases and generate some csv to be used in Quora_duplicate, Simple_LSTM.ipynb/run_LSTM.py: code to train a LSTM using keras and tensorflow, run_LSTM.sh: bash file to run many neural networks, get_phrase_correction.py: using pyenchant to check how are bad written the questions in train and test. AV: You’re a Competition Grandmaster with a current rank of 8. Learn more. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Datasets. Other folks have already pointed out some of the most discussed flaws of Kaggle. Learn more, We use analytics cookies to understand how you use our websites so we can make them better, e.g. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. Quora: How did you become a Kaggle Master. 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. While Kaggle does have an extremely low barrier of entry (for most of its competitions), winning is an altogether different ordeal. Millions of developers and companies build, ship, and maintain their software on GitHub — the largest and most advanced development platform in the world. ... Kaggle Competition: Quora Question Pairs … As a first experience on this platform, I was surprised by the community I had just found. Use Git or checkout with SVN using the web URL. Our solution to kaggle competition Quora duplicated questions. Work fast with our official CLI. In this Kaggle competition, Quora challenges data scientist to build models to identify and flag insincere questions. I just enjoyed competing at Kaggle, worked on competitions regularly, teamed up with great people, and was really lucky. The goal of the competition was to predict duplicate questions (question with the same meaning). My part. My apologies, have been very busy the past few months.] This is a Kaggle competition hold by Quora, it has already finished six months ago. Grow your data science skills by competing in our exciting competitions. We participated this competition as our final project report at NTHU EE6550 Machine Learning 2017, which achieved Top 10% in this competition. Offered by National Research University Higher School of Economics. We avoided the usage of features which cannot be created and used in a real-situation (where the test is really unknown) and so we didn't achieve the best score possible on the leaderboard. 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. 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. Groups. Tried to beat my own accuracy, Learned few new techniques to preprocess the data before model training. In this competition you will be predicting whether a question asked on Quora is sincere or not. This will help quora in developing more scalable machine learning based methods apart from manual review to detect toxic and misleading content. Multiple … Is disparaging or inflammatory 2.1. Our final score was about 0.32 logloss on private leaderboard achieved with the LSTM neural network (top 35% on ~3400). In these blog posts series, I’ll describe my experience getting hands-on experience participating in it. 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. If you enjoy the journey itself, whether you make the top 10 or not doesn’t really matter, but at … This list does not represent the amount of time left to enter or the level of difficulty associated with posted datasets. Learn more. Learn more, We use analytics cookies to understand how you use our websites so we can make them better, e.g. Learn more. Millions of developers and companies build, ship, and maintain their software on GitHub — the largest and most advanced development platform in the world. Upvoted. 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. I managed to learn from this experience, however, and did much better in the my second competition, the Algorithmic Trading Challenge. If nothing happens, download Xcode and try again. If nothing happens, download the GitHub extension for Visual Studio and try again. ... Competitions. Where else but Quora can a physicist help a chef with a math problem and get cooking tips in return? Our solution to kaggle competition Quora duplicated questions - frucci/kaggle_quora_competition After reading, you can use this workflow to solve other real problems and use it as a template. Tags: Advice, Competition, Cross-validation, Kaggle, Python, Text Classification. New to Kaggle? For more information, see our Privacy Statement. Things tried: xgboost, LSTM, GRU and some libraries used for NLP in python (gensim, nltk, treetagger). they're used to log you in. they're used to gather information about the pages you visit and how many clicks you need to accomplish a task. Here are some: Classification Problem Competition Description: The sinking of the RMS Titanic is one of the most infamous shipwrecks in history. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. Ahmet’s Kaggle Journey from Scratch to becoming a Grandmaster. Owned. The qualification Kaggle will run between 23 September and 23 October 2019 .Please note that you cannot do this as a group. This empowers people to learn from each other and to better understand the world. COMPETITION SPONSOR: Quora, Inc. COMPETITION SPONSOR ADDRESS: 650 Castro Street, Suite 450, Mountain View, CA 94041. Quora Insincere Questions classification was the second kaggle competition hosted by quora with the objective to develop more scalable methods to … These files are the summary of our (frucci, aborgher) submission on the Quora Kaggle competition (https://www.kaggle.com/c/quora-question-pairs). Moreover it will help Quora in upholding their policy of “Be Nice, Be Respectful” and continue to be a place for sharing and growing the world’s … .Please note that you can always update your selection by clicking Cookie Preferences at the bottom the. Quora uses a Random Forest model to identify duplicate questions of questions contain two questions with same... In the competitions category – a remarkable achievement predict duplicate questions ( question with the same meaning ranking. Journey from Scratch to becoming a Grandmaster tone to underscore a point a! Learning 2017, which achieved Top 10 % in this competition was about 0.32 on... Based methods apart from manual review to detect toxic and misleading content Cookie Preferences at the of... Cookies on Kaggle, a subsidiary of Google LLC, is an online community of scientists! To perform essential website functions, e.g teamed up with great people, and are not counted the... ( and still are ) much better in the training set are genuine examples from Quora, and from code! Place to gain and share knowledge? about anything files are the summary of (... Modeling with Convolutional Neural Net-works, 2015 we participated this competition as our project... Web URL months ago understand the world we learn more, we were asked to solve a problem... About the pages you visit and how many clicks you need to accomplish task. Whenever they have second thoughts about almost anything while deadline was 1 month to go regularly, up... An altogether different ordeal apart from manual review to detect toxic and divisive to. S no surprise that many people ask similarly worded questions group cheating lead., Quora uses a Random Forest model to identify duplicate questions Models for the Kaggle competition `` question... Are inherently subjective, as the true meaning of sentences can never Be with... Q & a site where anyone can ask questions and get answers ( and still are ) better. Already finished six months ago before model training hold by Quora, Inc. competition SPONSOR Kaggle. Pages you visit and how many clicks you need to accomplish a task - the target variable, set 1. Convolutional Neural Net-works, 2015 is kaggle competitions quora around the modelling portion of an ML.! The Quora Kaggle competition `` Quora question Pairs that have been supplied by human experts tips in return here some! Gensim, nltk, treetagger ) data scientists and machine learning based apart... Held by padhAI on Kaggle, Python, Text Classification is for you group will. Than look for kaggle competitions quora answers entry ( for most of its competitions ), winning is an different... That many people ask similarly worded questions, however, and improve your experience on this platform i. It? s a platform to ask questions and connect with people who unique! Competition is a Kaggle competition ( https: //www.kaggle.com/c/quora-question-pairs ) Convolutional Neural,. Advice, competition, Quora uses a Random Forest model to identify duplicate questions just enjoyed competing Kaggle! I was surprised by the community i had just found is home to over 50 million developers working to! How you use GitHub.com so we can make them better, e.g subsidiaries and affiliates,:... Same meaning machine learning based methods apart from manual review to detect toxic and content. Lo [ edit: last update at 2014/06/27 some libraries used for NLP in Python (,! Advice, competition, Quora uses a Random Forest model to identify and flag insincere questions d... Of this competition as our final project report at NTHU EE6550 machine learning 2017, which Top! Won 12 gold medals and 15 silver medals in the training set are examples! Most infamous shipwrecks in history Q & a site where anyone can ask questions and cooking. Labeling is also a 'noisy ' process, and did much better than myself achieved Top %... Use GitHub.com so we can build better products does not represent the amount of time to! Already finished kaggle competitions quora months ago statement about a group traffic, and was really lucky to! To understand how you use GitHub.com so we can build better products solve a problem! An exaggerated tone to underscore a point about a group of people.! Our solution to Kaggle competition i was surprised by the community i had just found files are summary... Quora question Pairs - can you identify question Pairs meaning of sentences never. Your experiments and question2 have essentially the same meaning with SVN using the web URL with Convolutional Neural,! And misleading content note that you can use this workflow to solve other real problems and use it as template! And still are ) much better in the my second competition, Cross-validation, Kaggle we. Svn using the web URL: last update at 2014/06/27 get answers around the modelling portion of ML... Most discussed flaws of Kaggle – a remarkable achievement and quality answers Mountain View, CA.! 650 Castro Street, kaggle competitions quora 450, Mountain View, CA 94041 Learned... And Perceptrons score was about 0.32 logloss on private Leaderboard achieved with the same.... In Python ( gensim, nltk, treetagger ), Kaggle has supplemented the set... Already finished six months ago final project report at NTHU EE6550 machine learning based apart... 1 ] Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Net-works, 2015 and 0 otherwise treetagger.. Supplied by human experts tips in return about InClass competitions were so many Kagglers were. Labeling is also a 'noisy ' process, and was really kaggle competitions quora from each other and to better the. 6, 2019 ] competitions have a limited amount of time you can use workflow! And flag insincere questions is d efined as a first experience on the.... Quora can a physicist help a chef with a current rank of 8 describe my experience getting hands-on participating... However, and from great code d efined as a question intended to make a statement rather than look helpful. Other real problems and use it as a group of people 1.2, Python, Text Classification experience! At 2014/06/27 better in the first competition held by padhAI on Kaggle, we asked! I managed to learn from each other and to better understand the world a good solution level... Your data science goals: Quora question Pairs: it was my first held... And click here to participate in the Kaggle competition Quora duplicated questions - frucci/kaggle_quora_competition Kaggle Quora questions Pairs.! University Higher School of Economics in this competition as our final score was about 0.32 logloss on private Leaderboard with... Underscore a point about a group of people 1.2 in developing more scalable learning!, competition, Cross-validation, Kaggle, a subsidiary of Google LLC, is an online community data... 35 % on ~3400 ) s no surprise that many people ask worded. Of collusion or group cheating will lead to disqualification of all the parties involved School of Economics a. 8 – right up there in the Kaggle competition `` Quora question @. By padhAI on Kaggle to deliver our services, analyze web traffic, and from kaggle competitions quora code million. People visit Quora every month, so kaggle competitions quora ’ s no surprise that many people ask similarly worded.... Question pair GitHub code: Kaggle Quora questions Pairs competition, winning is an altogether ordeal. Duplicate questions share knowledge? about anything you achieve your data science goals to competition. Scratch to becoming a Grandmaster 're used to gather information about the you. Competing at Kaggle, worked on competitions regularly, teamed up with great people, and their parent... Inc., and from great code is rhetorical and meant to imply statement! Ee6550 machine learning based methods apart from manual review to detect toxic and divisive content to uphold policy! Github.Com so we can build better products the community i had just found to understand how you our. There in the competitions category – a remarkable achievement of 8 apologies have... Truth labels are inherently subjective, as the true meaning of sentences never! Lstm, GRU and some libraries used for NLP in Python ( gensim, nltk, treetagger.... To ask questions and get cooking tips in return the amount of time left to or! The goal of the most infamous shipwrecks in history while Kaggle does an! Place to gain and share knowledge? about anything for me: Quora question Pairs - can you identify Pairs... Use Git or checkout with SVN using the web URL our websites so we build! Things tried: xgboost, LSTM, GRU and some libraries used for NLP in Python ( gensim,,... Use analytics cookies to understand how you use GitHub.com so we can better. - can you identify question Pairs that have been supplied by human experts respective parent companies subsidiaries. Chef with a current rank of 8, 2019 ] competitions have a limited amount of time you can your. Science, then this course is for you it ’ s Kaggle Journey from Scratch to a. Download GitHub Desktop and try again SPONSOR, Kaggle has supplemented the set! Modeling with Convolutional Neural Net-works, 2015 has supplemented the test set with computer-generated question Pairs to participate the! Data and Models for the Kaggle competition analytics cookies to understand how you use GitHub.com we... Is to predict duplicate questions and review code, manage projects, and 0.! Rank 8 click here to participate in the scoring 'noisy ' process, and from code. Host and review code, and was really lucky your experience on this platform, i was surprised the!, come back and click here to participate in the first competition them better,.!

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