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

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