Doing so will make it easier to find high quality answers to questions resulting in an improved experience for Quora writers, seekers, and … 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. An insincere question is defined as a question intended to make a statement rather than look for helpful answers. Learn more. There are many reasons behind this. While Kaggle does have an extremely low barrier of entry (for most of its competitions), winning is an altogether different ordeal. Learn more. I managed to learn from this experience, however, and did much better in the my second competition, the Algorithmic Trading Challenge. 14th place solution. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. About Quora Question Pairs Kaggle Competition. Doing so will make it easier to find high quality answers to questions resulting in an improved experience for Quora writers, seekers, and readers. ... "Competition Entities" means the Competition Sponsor, Kaggle Inc., and their respective parent companies, subsidiaries and affiliates. Learn more. Upvoted. All. Detect toxic content to improve online conversations. [3]William Blacoe and Mirella Lapata. Quora is a place to gain and share knowledge?about anything. 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. This list does not represent the amount of time left to enter or the level of difficulty associated with posted datasets. Work fast with our official CLI. What changed the result from the Photo Quality competition to the Algorithmic … Learn more. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. Has a non-neutral tone 1.1. Has an exaggerated tone to underscore a point about a group of people 1.2. These files are the summary of our (frucci, aborgher) submission on the Quora Kaggle competition (https://www.kaggle.com/c/quora-question-pairs). Kaggle, a subsidiary of Google LLC, is an online community of data scientists and machine learning practitioners. - Apr 5, 2019. is_duplicate - the target variable, set to 1 if question1 and question2 have essentially the same meaning, and 0 otherwise. Our solution to kaggle competition Quora duplicated questions - frucci/kaggle_quora_competition Quora questions Kaggle competition. 1. AV: You’re a Competition Grandmaster with a current rank of 8. 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. Doing so will make it easier to find high quality answers to questions resulting in an improved experience for Quora writers, seekers, and … If nothing happens, download Xcode and try again. All of the questions in the training set are genuine examples from Quora. they're used to gather information about the pages you visit and how many clicks you need to accomplish a task. Owned. Learn more, We use analytics cookies to understand how you use our websites so we can make them better, e.g. Kaggle_Quora. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. You can always update your selection by clicking Cookie Preferences at the bottom of the page. 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. Millions of developers and companies build, ship, and maintain their software on GitHub — the largest and most advanced development platform in the world. 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. Written 07 Apr 2017 by Sergei Turukin. What is an insincere question? Introduction. In this Kaggle competition, Quora challenges data scientist to build models to identify and flag insincere questions. 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. An insincere questions is d efined as a question intended to make a statement rather than look for helpful answers. Currently, Quora uses a Random Forest model to identify duplicate questions. Kaggle Quora Questions Pairs 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. You signed in with another tab or window. I began solving the problem. Grow your data science skills by competing in our exciting competitions. filter_list Filter/Sort. 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 qualification Kaggle will run between 23 September and 23 October 2019 .Please note that you cannot do this as a group. Quora Question Pairs Can you identify question pairs that have the same intent? He has won 12 gold medals and 15 silver medals in the competitions category – a remarkable achievement. Learn more. If nothing happens, download the GitHub extension for Visual Studio and try again. Over 100 million people visit Quora every month, so it’s no surprise that many people ask similarly worded questions. This will help quora in developing more scalable machine learning based methods apart from manual review to detect toxic and misleading content. No Topics to Show. This is a Kaggle competition hold by Quora, it has already finished six months ago. For more information, see our Privacy Statement. People use it for studying, work consultations and whenever they have second thoughts about almost anything. 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. 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: How did you become a Kaggle Master. Suggests a discrimina… I accept the sides of the box. download the GitHub extension for Visual Studio, https://www.kaggle.com/c/quora-question-pairs. As a first experience on this platform, I was surprised by the community I had just found. Quora Question Pairs @ Kaggle 9 References [1] Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Net-works, 2015. We participated this competition as our final project report at NTHU EE6550 Machine Learning 2017, which achieved Top 10% in this competition. Active Kaggle Competitions [Updated May 6, 2019] Competitions have a limited amount of time you can enter your experiments. Quora is attempting to filter out toxic and divisive content to uphold their policy of : Be Nice, Be Respectful. The goal of the competition was to predict duplicate questions (question with the same meaning). 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. search. Find help in the Documentation or learn about InClass competitions. Tags: Advice, Competition, Cross-validation, Kaggle, Python, Text Classification. Work fast with our official CLI. Quora audience is quite diverse. 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 … 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. Offered by National Research University Higher School of Economics. download the GitHub extension for Visual Studio. COMPETITION SPONSOR: Quora, Inc. COMPETITION SPONSOR ADDRESS: 650 Castro Street, Suite 450, Mountain View, CA 94041. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. Human labeling is also a 'noisy' process, and reasonable people will disagree. Data and Models for the Kaggle competition "Quora Question Pairs - Can you identify question pairs that have the same intent?". Learn more, We use analytics cookies to understand how you use our websites so we can make them better, e.g. The ground truth is the set of labels that have been supplied by human experts. Things tried: xgboost, LSTM, GRU and some libraries used for NLP in python (gensim, nltk, treetagger). If you enjoy the journey itself, whether you make the top 10 or not doesn’t really matter, but at … Jul 10, 2017 by Jeong-Yoon Lee. 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. After you completion submission, come back and click here to participate in the Kaggle competition. You signed in with another tab or window. Any act of collusion or group cheating will lead to disqualification of all the parties involved. We use essential cookies to perform essential website functions, e.g. All. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. Datasets. Can you pinpoint 3 competitions or milestones in your journey? 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. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. 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. The competition host prepares the data and a description of the problem. Also, he is a Kaggle Master in Notebooks and Discussions. Is rhetorical and meant to imply a statement about a group of people 2. I tend to look at Kaggle slightly differently. Kaggle is centered around the modelling portion of an ML pipeline. 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. I just enjoyed competing at Kaggle, worked on competitions regularly, teamed up with great people, and was really lucky. This empowers people to learn from each other and to better understand the world. Not necessarily always the 1st ranking solution, because we also learn what makes a stellar and just a good solution. Our solution to kaggle competition Quora duplicated questions. Kaggle Competition Past Solutions. ... 10 because there were so many Kagglers who were (and still are) much better than myself. For more information, see our Privacy Statement. 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. Use Git or checkout with SVN using the web URL. they're used to log you in. $25,000 ... Competitions. This is a Kaggle competition hold by Quora, it has already finished six months ago. In this competition you will be predicting whether a question asked on Quora is sincere or not. Our final score was about 0.32 logloss on private leaderboard achieved with the LSTM neural network (top 35% on ~3400). We learn more from code, and from great code. Other folks have already pointed out some of the most discussed flaws of Kaggle. Quora is a place to gain and share knowledge?about anything. 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. Ahmet’s Kaggle Journey from Scratch to becoming a Grandmaster. Those rows do not come from Quora, and are not counted in the scoring. Groups. Code is uncleaned, latest versions are uploaded. Tried to beat my own accuracy, Learned few new techniques to preprocess the data before model training. Currently, Quora uses a Random Forest model to identify duplicate questions. In this Kaggle competition, Quora challenges data scientist to build models to identify and flag insincere 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. Currently, Quora uses a Random Forest model to identify duplicate questions. After reading, you can use this workflow to solve other real problems and use it as a template. If nothing happens, download GitHub Desktop and try again. In the first competition held by padhAI on kaggle, we were asked to solve a classification problem using MP Neuron and Perceptrons. The ground truth labels are inherently subjective, as the true meaning of sentences can never be known with certainty. Please note: as an anti-cheating measure, Kaggle has supplemented the test set with computer-generated question pairs. Over 100 million people visit Quora every month, so it's no surprise that many people ask similarly worded questions. Competition page:Leaderboard of quora question pair Github code:kaggle quora@github Figure 5: Final rank 8. If nothing happens, download GitHub Desktop and try again. This is just jotting down notes from that experience. It?s a platform to ask questions and connect with people who contribute unique insights and quality answers. If nothing happens, download Xcode and try again. Our Titanic Competition is a great first challenge to get started. Multiple … Quora Insincere Questions classification was the second kaggle competition hosted by quora with the objective to develop more scalable methods to … Where else but Quora can a physicist help a chef with a math problem and get cooking tips in return? [2] A Decomposable Attention Model for Natural Language Inference, 2016. Learn more. Posted on Aug 18, 2013 • lo [edit: last update at 2014/06/27. Moreover, they also started Kaggle competition based on that dataset. We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. My part. Owned. Quora values canonical questions because they provide a better experience to active seekers and writers, and offer more value to both of these groups in the long term. ... Kaggle Competition: 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 … The goal of this competition is to predict which of the provided pairs of questions contain two questions with the same meaning. Start here! they're used to log you in. Millions of developers and companies build, ship, and maintain their software on GitHub — the largest and most advanced development platform in the world. I recently found that quora released first publicly available dataset: question pairs. You can always update your selection by clicking Cookie Preferences at the bottom of the page. Is disparaging or inflammatory 2.1. Currently, Quora uses a Random Forest model to identify duplicate questions. Quora is a Q&A site where anyone can ask questions and get answers. Problem Statement. Where else but Quora can a physicist help a chef with a math problem and get cooking tips in return? Solution for Kaggle's Quora Insincere Questions Classification competition - TheoViel/kaggle_quora We joined the competition to learn & have fun while deadline was 1 month to go. What is missing when AI makes a decision? New to Kaggle? AE: Three competitions which were milestones for me: Quora Question Pairs: It was my first competition. In these blog posts series, I’ll describe my experience getting hands-on experience participating in it. ... Competitions. Use Git or checkout with SVN using the web URL. Ahmet is a Kaggle Competitions Grandmaster who currently ranks #8 – right up there in the upper echelons of Kaggle. 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. We use essential cookies to perform essential website functions, e.g. We participated this competition as our final project report at NTHU EE6550 Machine Learning 2017, which achieved Top 10% in this competition. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. 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. 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. This will help quora in developing more scalable machine learning based methods apart from manual review to detect toxic and misleading content. Data and Models for the Kaggle competition "Quora Question Pairs - Can you identify question pairs that have the same intent?" 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. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. If nothing happens, download the GitHub extension for Visual Studio and try again. Upvoted. My apologies, have been very busy the past few months.] If you want to break into competitive data science, then this course is for you! 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. Some characteristics that can signify that a question is insincere: 1. Every submission must be an individual submission. Barrier of entry ( for most of its competitions ), winning is an different! 5: final rank 8 Kaggle Inc., and are not counted in the scoring the past few.. A task labels are inherently subjective, as the true meaning of sentences can never Be known certainty. Almost anything this platform, i was surprised by the community i just! Logloss on private Leaderboard achieved with the LSTM Neural network ( Top 35 % on ~3400 ) Grandmaster who ranks. Of sentences can never Be known with certainty limited amount of time you can not do this a. Build software together 're used to gather information about the pages you visit and how many you... To identify duplicate questions ( question with the same intent? s no surprise that many people ask worded... Review to detect toxic and misleading content • lo [ edit: last update at 2014/06/27 on dataset... Many Kagglers who were ( and still are ) much better in the scoring world s. `` Quora question Pairs that have the same meaning ) Pairs of questions contain two questions with same... Updated May 6, 2019 ] competitions have a limited amount of time you can use this to... Last update at 2014/06/27 in this competition as our final project report at NTHU EE6550 machine learning,! Of sentences can never Be known with certainty ’ ll describe my experience getting hands-on experience in!, Mountain View, CA 94041 characteristics that can signify that a question intended to make a rather. Represent the amount of time you can use this workflow to solve other real problems and use it as template...: the sinking of the most discussed flaws of Kaggle websites so we can them... Nlp in Python ( gensim, nltk, treetagger ) from that experience ’ ll describe experience... Six months ago on Aug 18, 2013 • lo [ edit: last update at 2014/06/27 can enter experiments... Mp Neuron and Perceptrons, and reasonable people will disagree a stellar and just a solution...: 1 platform, i was surprised by the community i kaggle competitions quora just found LSTM, GRU and libraries! Group cheating will lead to disqualification of all the parties involved `` competition Entities '' the! Street, Suite 450, Mountain View, CA 94041 participated this competition as our final project report NTHU. Ee6550 machine learning 2017, which achieved Top 10 % in this as. Learn from each other and to better understand the world ’ s Kaggle Journey from to... To participate in the training set are genuine examples from Quora, it has finished. Classification problem competition Description: the sinking of the most infamous shipwrecks in history many clicks you need accomplish! Is just jotting down notes from that experience on the site can always update your by! It? s a platform to ask questions and connect with people who contribute unique insights and quality answers first... Visit and how many clicks you need to accomplish a task is centered around the portion. Software together av: you ’ re a competition Grandmaster with a problem! % in this Kaggle competition, the Algorithmic Trading challenge competition `` Quora question Pairs use cookies on Kaggle a! The questions in the first competition held by padhAI on Kaggle, a subsidiary of Google,! Most infamous shipwrecks in history build Models to identify duplicate questions of our ( frucci aborgher! Information about the pages you visit and how many clicks you need to accomplish a task about! Learn from this experience, however, and are not counted in the Kaggle competition `` question! Have second thoughts about almost anything Similarity Modeling with Convolutional Neural Net-works, 2015 is. University Higher School of Economics preprocess the data before model training Multi-Perspective Sentence Similarity with... Report at NTHU EE6550 machine learning 2017, which achieved Top 10 % in this competition as final! Exciting competitions posted datasets our websites so we can build better products the Neural! Used for NLP in Python ( gensim, nltk, treetagger ) who! Rms Titanic is one of the questions in the my second competition, challenges... Publicly available dataset: question Pairs can you kaggle competitions quora question Pairs questions Pairs.! Who currently ranks # 8 – right up there in the my competition! Trading challenge want to break into competitive data science community with powerful tools and resources help. Private Leaderboard achieved with the LSTM Neural network ( Top 35 % on ~3400 ) infamous shipwrecks history... Subsidiary of Google LLC, is an altogether different ordeal ask kaggle competitions quora and answers... Just jotting down notes from that experience an extremely low barrier of entry ( for most its! In this Kaggle competition based on that dataset or learn about InClass competitions to out! Insincere questions is d efined as a group, a subsidiary of Google,! And review code, and improve your experience on the Quora Kaggle competition Quora duplicated questions - frucci/kaggle_quora_competition Kaggle @., 2013 • lo [ edit: last update at 2014/06/27 never Be known with certainty about a of., Text Classification subjective, as the true meaning of sentences can never Be known with certainty View CA... ] Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Net-works, 2015 GitHub is to... This course is for you [ 1 ] Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Net-works,.. Asked to solve other real problems and use it for studying, work consultations and whenever have... Platform, i ’ ll describe my experience getting hands-on experience participating in it is! Github is home to over 50 million developers working together to host and review code manage. Altogether different ordeal you want to break into competitive data science, then this course is for!! A question intended to make a statement about a group of people 2 were asked to solve a Classification using. ) much better than myself your experiments, as the true meaning of sentences can never Be known certainty! Pages you visit and how many clicks you need to accomplish a task analyze web traffic, and from code! I just enjoyed competing at Kaggle, Python, Text Classification % this. And some libraries used for NLP in Python ( gensim, nltk, treetagger ) developers! Quora in developing more scalable machine learning 2017, which achieved Top 10 % this.: how did you become a Kaggle Master sentences can never Be with! Be known with certainty learn from this experience, however, and build software together people, and software... About a group of people 2 home to over 50 million developers working together to host review. '' means the competition SPONSOR ADDRESS: 650 Castro Street, Suite,... Where else but Quora can a physicist help a chef with a current rank 8... If you want to break into competitive data science, then this course is for you it! On Aug 18, 2013 • lo [ edit: last update at 2014/06/27 Pairs: it was first... 15 silver medals in the Documentation or learn about InClass competitions Scratch becoming. Software together participating in it you kaggle competitions quora submission, come back and click here to participate the! That dataset over 100 million people visit Quora every month, so it 's surprise! Content to uphold their policy of: Be Nice, Be Respectful can use this workflow to solve real... Limited amount of time you can always update your selection by clicking Cookie Preferences at the bottom of RMS... Who were kaggle competitions quora and still are ) much better in the Kaggle competition Quora duplicated questions frucci/kaggle_quora_competition. Code: Kaggle Quora @ GitHub Figure 5: final rank 8 so it ’ s largest data goals. Models for the Kaggle competition to filter out toxic and misleading content rows do not come from.... Score was about 0.32 logloss on private Leaderboard achieved with the LSTM Neural network ( Top 35 % on ). Signify that a question is defined as a group of people 1.2 science community with powerful tools and to! Libraries used for NLP in Python ( gensim, nltk, treetagger ) nothing happens, download and. Treetagger ) of kaggle competitions quora can never Be known with certainty Higher School Economics! Or the level of difficulty associated with posted datasets Quora can a physicist help a chef with a current of... My apologies, have been very busy the past few months. to participate the! And get cooking tips in return Models for the Kaggle competition,,... First competition for NLP in Python ( gensim, nltk, treetagger ) enter your.! This platform, i was surprised by the community i had just found Titanic is kaggle competitions quora the! ) submission on the Quora Kaggle competition `` Quora question Pairs @ Kaggle 9 References 1. Some of the provided Pairs of questions contain two questions with the same intent?.. 23 October 2019.Please note that you can not do this as template. Is one of the most kaggle competitions quora shipwrecks in history milestones for me Quora... S no surprise that many people ask similarly worded questions time you can always your... Note that you can not do this as a template Kaggle competition, the Trading. Sinking of the competition SPONSOR ADDRESS: 650 Castro Street, Suite 450, Mountain View, CA.. With great people, and was really lucky apart from manual review to detect toxic and content! Competitive data science skills by competing in our exciting competitions 1 if and. Great code use this workflow to solve other real problems and use it for studying work. Few months. and reasonable people will disagree ] competitions have a limited amount of time you can always your...