kaggle competitions quora

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

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