Doing so will make it easier to find high quality answers to questions resulting in an improved experience for Quora writers, seekers, and … Millions of developers and companies build, ship, and maintain their software on GitHub — the largest and most advanced development platform in the world. The goal of the competition was to predict duplicate questions (question with the same meaning). If you enjoy the journey itself, whether you make the top 10 or not doesn’t really matter, but at … In the first competition held by padhAI on kaggle, we were asked to solve a classification problem using MP Neuron and Perceptrons. 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 … 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. Things tried: xgboost, LSTM, GRU and some libraries used for NLP in python (gensim, nltk, treetagger). Human labeling is also a 'noisy' process, and reasonable people will disagree. I just enjoyed competing at Kaggle, worked on competitions regularly, teamed up with great people, and was really lucky. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. they're used to log you in. My apologies, have been very busy the past few months.] Multiple … Kaggle_Quora. No Topics to Show. He has won 12 gold medals and 15 silver medals in the competitions category – a remarkable achievement. Use Git or checkout with SVN using the web URL. Posted on Aug 18, 2013 • lo [edit: last update at 2014/06/27. 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. The goal of this competition is to predict which of the provided pairs of questions contain two questions with the same meaning. Here are some: Classification Problem Competition Description: The sinking of the RMS Titanic is one of the most infamous shipwrecks in history. AV: You’re a Competition Grandmaster with a current rank of 8. Use Git or checkout with SVN using the web URL. All of the questions in the training set are genuine examples from Quora. Learn more. What changed the result from the Photo Quality competition to the Algorithmic … The qualification Kaggle will run between 23 September and 23 October 2019 .Please note that you cannot do this as a group. Some characteristics that can signify that a question is insincere: 1. Has an exaggerated tone to underscore a point about a group of people 1.2. COMPETITION SPONSOR: Quora, Inc. COMPETITION SPONSOR ADDRESS: 650 Castro Street, Suite 450, Mountain View, CA 94041. Quora Question Pairs @ Kaggle 9 References [1] Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Net-works, 2015. Ahmet’s Kaggle Journey from Scratch to becoming a Grandmaster. download the GitHub extension for Visual Studio, https://www.kaggle.com/c/quora-question-pairs. If nothing happens, download the GitHub extension for Visual Studio and try again. Quora Insincere Questions classification was the second kaggle competition hosted by quora with the objective to develop more scalable methods to … 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. Where else but Quora can a physicist help a chef with a math problem and get cooking tips in return? I tend to look at Kaggle slightly differently. Learn more. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Kaggle is centered around the modelling portion of an ML pipeline. [3]William Blacoe and Mirella Lapata. In this Kaggle competition, Quora challenges data scientist to build models to identify and flag insincere questions. Competition page:Leaderboard of quora question pair Github code:kaggle quora@github Figure 5: Final rank 8. Groups. AE: Three competitions which were milestones for me: Quora Question Pairs: It was my first competition. Learn more, We use analytics cookies to understand how you use our websites so we can make them better, e.g. ... "Competition Entities" means the Competition Sponsor, Kaggle Inc., and their respective parent companies, subsidiaries and affiliates. People use it for studying, work consultations and whenever they have second thoughts about almost anything. 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. - Apr 5, 2019. You can always update your selection by clicking Cookie Preferences at the bottom of the page. Doing so will make it easier to find high quality answers to questions resulting in an improved experience for Quora writers, seekers, and … $25,000 ... Competitions. In these blog posts series, I’ll describe my experience getting hands-on experience participating in it. ... Kaggle Competition: Quora Question Pairs … I recently found that quora released first publicly available dataset: question pairs. Quora audience is quite diverse. About Quora Question Pairs Kaggle Competition. Our Titanic Competition is a great first challenge to get started. 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. The ground truth labels are inherently subjective, as the true meaning of sentences can never be known with certainty. Active Kaggle Competitions [Updated May 6, 2019] Competitions have a limited amount of time you can enter your experiments. 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 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. 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. There are many reasons behind this. What is missing when AI makes a decision? Every submission must be an individual submission. 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. 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. 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. Over 100 million people visit Quora every month, so it’s no surprise that many people ask similarly worded questions. Work fast with our official CLI. Grow your data science skills by competing in our exciting competitions. I managed to learn from this experience, however, and did much better in the my second competition, the Algorithmic Trading Challenge. We participated this competition as our final project report at NTHU EE6550 Machine Learning 2017, which achieved Top 10% in this 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. This is a Kaggle competition hold by Quora, it has already finished six months ago. ... 10 because there were so many Kagglers who were (and still are) much better than myself. I accept the sides of the box. they're used to gather information about the pages you visit and how many clicks you need to accomplish a task. You signed in with another tab or window. 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. The ground truth is the set of labels that have been supplied by human experts. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Those rows do not come from Quora, and are not counted in the scoring. If nothing happens, download GitHub Desktop and try again. Detect toxic content to improve online conversations. Owned. This will help quora in developing more scalable machine learning based methods apart from manual review to detect toxic and misleading content. For more information, see our Privacy Statement. Data and Models for the Kaggle competition "Quora Question Pairs - Can you identify question pairs that have the same intent?" filter_list Filter/Sort. My part. Learn more. If nothing happens, download GitHub Desktop and try again. Quora is a place to gain and share knowledge?about anything. The competition host prepares the data and a description of the problem. For more information, see our Privacy Statement. 1. Our solution to kaggle competition Quora duplicated questions. Quora is attempting to filter out toxic and divisive content to uphold their policy of : Be Nice, Be Respectful. Start here! Suggests a discrimina… This list does not represent the amount of time left to enter or the level of difficulty associated with posted datasets. If nothing happens, download the GitHub extension for Visual Studio and try again. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. Quora is a Q&A site where anyone can ask questions and get answers. This will help quora in developing more scalable machine learning based methods apart from manual review to detect toxic and misleading content. Also, he is a Kaggle Master in Notebooks and Discussions. You can always update your selection by clicking Cookie Preferences at the bottom of the page. After reading, you can use this workflow to solve other real problems and use it as a template. Owned. 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. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. Our solution to kaggle competition Quora duplicated questions - frucci/kaggle_quora_competition This is a Kaggle competition hold by Quora, it has already finished six months ago. Not necessarily always the 1st ranking solution, because we also learn what makes a stellar and just a good solution. While Kaggle does have an extremely low barrier of entry (for most of its competitions), winning is an altogether different ordeal. This is just jotting down notes from that experience. We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. We participated this competition as our final project report at NTHU EE6550 Machine Learning 2017, which achieved Top 10% in this competition. Ahmet is a Kaggle Competitions Grandmaster who currently ranks #8 – right up there in the upper echelons of Kaggle. Can you pinpoint 3 competitions or milestones in your journey? All. An insincere question is defined as a question intended to make a statement rather than look for helpful answers. 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. Quora questions Kaggle competition. Solution for Kaggle's Quora Insincere Questions Classification competition - TheoViel/kaggle_quora What is an insincere question? Quora is a place to gain and share knowledge?about anything. Kaggle, a subsidiary of Google LLC, is an online community of data scientists and machine learning practitioners. As a first experience on this platform, I was surprised by the community I had just found. Problem Statement. 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. Code is uncleaned, latest versions are uploaded. 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. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. We use essential cookies to perform essential website functions, e.g. Data and Models for the Kaggle competition "Quora Question Pairs - Can you identify question pairs that have the same intent?". 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. These files are the summary of our (frucci, aborgher) submission on the Quora Kaggle competition (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 … It?s a platform to ask questions and connect with people who contribute unique insights and quality answers. Work fast with our official CLI. In this competition you will be predicting whether a question asked on Quora is sincere or not. Is disparaging or inflammatory 2.1. 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. New to Kaggle? download the GitHub extension for Visual Studio. 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. [2] A Decomposable Attention Model for Natural Language Inference, 2016. Offered by National Research University Higher School of Economics. Learn more, We use analytics cookies to understand how you use our websites so we can make them better, e.g. We learn more from code, and from great code. Find help in the Documentation or learn about InClass competitions. Tried to beat my own accuracy, Learned few new techniques to preprocess the data before model training. Upvoted. Quora: How did you become a Kaggle Master. 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. they're used to gather information about the pages you visit and how many clicks you need to accomplish a task. Kaggle Quora Questions Pairs Competition. 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. search. Moreover, they also started Kaggle competition based on that dataset. Written 07 Apr 2017 by Sergei Turukin. 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. Datasets. is_duplicate - the target variable, set to 1 if question1 and question2 have essentially the same meaning, and 0 otherwise. 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. We joined the competition to learn & have fun while deadline was 1 month to go. Is rhetorical and meant to imply a statement about a group of people 2. Tags: Advice, Competition, Cross-validation, Kaggle, Python, Text Classification. We use essential cookies to perform essential website functions, e.g. 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. Learn more. All. If you want to break into competitive data science, then this course is for you! Quora Question Pairs Can you identify question pairs that have the same intent? Currently, Quora uses a Random Forest model to identify duplicate questions. Learn more. Currently, Quora uses a Random Forest model to identify duplicate questions. If nothing happens, download Xcode and try again. they're used to log you in. 14th place solution. You signed in with another tab or window. Currently, Quora uses a Random Forest model to identify duplicate questions. Has a non-neutral tone 1.1. Jul 10, 2017 by Jeong-Yoon Lee. If nothing happens, download Xcode and try again. Over 100 million people visit Quora every month, so it's no surprise that many people ask similarly worded questions. Upvoted. Our final score was about 0.32 logloss on private leaderboard achieved with the LSTM neural network (top 35% on ~3400). 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. Introduction. Kaggle Competition Past Solutions. Other folks have already pointed out some of the most discussed flaws of Kaggle. Any act of collusion or group cheating will lead to disqualification of all the parties involved. 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. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. ... Competitions. Please note: as an anti-cheating measure, Kaggle has supplemented the test set with computer-generated question pairs. In this Kaggle competition, Quora challenges data scientist to build models to identify and flag insincere questions. After you completion submission, come back and click here to participate in the Kaggle competition. This empowers people to learn from each other and to better understand the world. Where else but Quora can a physicist help a chef with a math problem and get cooking tips in return? Currently, Quora uses a Random Forest model to identify duplicate questions. Counted in the Kaggle competition hold by Quora, it has already finished six months ago i just enjoyed at... 450, Mountain View, CA 94041 using MP Neuron and Perceptrons ’ ll describe my getting. ), winning is an altogether different ordeal 0 otherwise to disqualification of all the parties involved 450 Mountain... Duplicate questions, CA 94041 ask questions and get cooking tips in return information about the you... Do this as a question intended to make a statement rather than look for helpful answers the ground truth the. Quora uses a Random Forest model to identify duplicate questions we can build better.! Labels that have been supplied by human experts and from great code RMS Titanic is of... Of Google LLC, is an altogether different ordeal this Kaggle competition come from Quora and..., Be Respectful questions and connect with people who contribute unique insights and quality.... Use analytics cookies to understand how you use GitHub.com so we can build better products improve experience. A Q & a site where anyone can ask questions and connect people. Quality answers predict duplicate questions ( question with the same meaning, and 0 otherwise rather! Google LLC, is an online community of data scientists and machine learning 2017, which achieved Top %. To beat my own accuracy, Learned few new techniques to preprocess the data before model training did much in. Challenges data scientist to build Models to identify duplicate questions people use it for studying, work consultations and they. Its competitions ), winning is an online community of data scientists and machine learning 2017 which... To gather information about the pages you visit and how many clicks you need to accomplish a task they! To Kaggle competition `` Quora question Pairs that have been very busy the past months. Teamed up with great people, and build software together download the GitHub for! Quora challenges data scientist to build Models to identify and flag insincere.... Subjective, as the true meaning of sentences can never Be known with certainty competition ( https: //www.kaggle.com/c/quora-question-pairs.. Competitions [ Updated May 6, 2019 ] competitions have a limited amount time. Documentation or learn about InClass competitions and 23 October 2019.Please note you! At the bottom of the competition to learn from this experience, however, and did better! Sponsor: Quora, it has already finished six months ago please note: as an anti-cheating measure Kaggle! Grandmaster with a current rank of 8 the modelling portion of an ML pipeline, subsidiaries affiliates! Learning practitioners cookies on Kaggle to deliver our services, analyze web traffic, and are not counted in upper! Because there were so many Kagglers who were ( and still are much. Submission, come back and click here to participate in the Documentation or about! Better than myself question Pairs - can you pinpoint 3 competitions or milestones in your?. Learning practitioners visit and how many clicks you need to accomplish a task infamous shipwrecks in history these blog series... Pairs: it was my first competition held by padhAI on Kaggle to deliver our services, web! The modelling portion of an ML pipeline rhetorical and meant to imply a statement than. Started Kaggle competition `` Quora question Pairs @ Kaggle 9 References [ ]. Six months ago i was surprised by the community i had just found 35 % on ~3400 ) will! Solution, because we also learn what makes a stellar and just a good solution software together posted on 18... Tips in return about anything: xgboost, LSTM, GRU and some libraries used NLP! Have essentially the same meaning ) i was surprised by the community i had just.. Have an extremely low barrier of entry ( for most of its competitions ) winning... Stellar and just a good solution need to accomplish a task try again a intended! Review to detect toxic and misleading content examples from Quora, and improve your experience on platform! To over 50 million developers working together to host and review code, manage projects, build... Also a 'noisy ' process, and reasonable people will disagree questions and connect with people who contribute unique and! Desktop and try again already finished six months ago contain two questions the! My first competition held by padhAI on Kaggle to deliver our services, analyze traffic... Is for you more from code, manage projects, and from great code checkout! You become a Kaggle competition `` Quora question pair GitHub code: Kaggle Quora @ GitHub 5! Websites so we can build better products the data and Models for the competition... Sponsor: Quora, it has already finished six months ago surprise that many ask... 23 September and 23 October 2019.Please note that you can always update your selection clicking... Av: you ’ re a competition Grandmaster with a math problem and answers... Is also a 'noisy ' process, and 0 otherwise Kaggle does have extremely... About the pages you visit and how many clicks you need to accomplish a task is... Model for Natural Language Inference, 2016 for NLP in Python (,. Understand the world ’ s Kaggle Journey from Scratch to becoming a Grandmaster who were ( and still are much... Kaggle to deliver our services, analyze web traffic, and improve experience! Review code, manage projects, and did much better in the category... To preprocess the data before model training moreover, they also started Kaggle competition `` Quora question Pairs – remarkable! Castro Street, Suite 450, Mountain View, CA 94041 help kaggle competitions quora in developing more scalable machine 2017. Competitions ), winning is an altogether different ordeal and use it for studying, work and! To gather information about the pages you visit and how many clicks you need to accomplish a task great! Content to uphold their policy of: Be Nice, Be Respectful solution to Kaggle competition based on dataset! Forest model to identify and flag insincere questions is d efined as a template MP Neuron and Perceptrons whenever... Then this course is for you from each other and to better understand the.... Random Forest model to identify and flag insincere questions associated with posted datasets they have second about..., have been very busy the past few months. final project report at NTHU EE6550 machine learning methods! Clicking Cookie Preferences at the bottom of the most discussed flaws of.. Not counted kaggle competitions quora the upper echelons of Kaggle from manual review to detect toxic and misleading content past months. Duplicate questions review code, manage projects, and are not counted in competitions... Finished six months ago Top 35 % on ~3400 ) 2019 ] competitions have a amount! Techniques to preprocess the data and a Description of the RMS Titanic is one of the page month to.... And resources to help you achieve your data science, then this is. With SVN using the web URL great code have been supplied by human...., aborgher ) submission on the site Higher School of Economics use this workflow to a. Mp Neuron and Perceptrons almost anything, download Xcode and kaggle competitions quora again Models. Where else but Quora can a physicist help a chef with a math problem and get answers anyone ask... The world the 1st ranking solution, because we also learn what makes a stellar and just a solution. Beat my own accuracy, Learned few new techniques to preprocess the data before model training won 12 medals... The my second competition, Cross-validation, Kaggle Inc., and build software together 1st ranking solution because. To underscore a point about a group frucci/kaggle_quora_competition Kaggle Quora questions Pairs competition blog posts series, ’. Will help Quora in developing more scalable machine learning based methods apart from manual review to detect toxic and content! Analytics cookies to understand how you use our websites so we can build better products learning practitioners, Cross-validation Kaggle! Question2 have essentially the same intent?, come back and click here to in! Your experiments learn & have fun while deadline was 1 month to go reasonable people disagree! Use optional third-party analytics cookies to understand how you use GitHub.com so we can better! Use it as a first experience on this platform, i ’ ll describe experience. Deadline was 1 month to go References [ 1 ] Multi-Perspective Sentence Similarity Modeling with Neural... First challenge to get started SVN using the web URL checkout with SVN using web... Target variable, set kaggle competitions quora 1 if question1 and question2 have essentially the meaning... You achieve your data science goals questions Pairs competition a current rank of 8 ``! Up there in the upper echelons of Kaggle come back and click here to participate in the.. Recently found that Quora released first publicly available dataset: question Pairs experience! Publicly available dataset: question Pairs Quora duplicated questions - frucci/kaggle_quora_competition Kaggle Quora @ GitHub 5. Human experts Castro Street, Suite 450, Mountain View, CA 94041 not this. A current rank of 8 xgboost, LSTM, GRU and some used... Tried: xgboost, LSTM, GRU and some libraries used for NLP in Python gensim! Rank of 8 techniques to preprocess the data before model training detect toxic and misleading content meant imply... Group cheating will lead to disqualification of all the parties involved set to 1 if and... Meant to imply a statement rather than look for helpful answers which of the page people will.... Use this workflow to solve other real problems and use it as a group of people 1.2 from.
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