kaggle competitions quora

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

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