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A novel model to cluster emojis

$30-250 USD

Lezárt
Kiadva ekkor: majdnem 5 évvel ezelőtt

$30-250 USD

Teljesítéskor fizetve
I'm looking for a novel model to create pseudo labels for a tweeter dataset. Some may use hashtags, some may use emojis. Some may combine few approaches.(it's called distant supervision as well). The purpose is to eliminate manual labeling, and yet create a reliable labeled dataset, therefore it should improve the existing works and have better results. In my project I want to use emojis ( you may add other features, but emoji is necessary to be a part of it) So I want to know what is the emotion of each emoji, cluster emojis into 11(eight Plutchik + optimism, pessimism,love) classes and assign an emotion class to it (joy, ecstasy, sadness,...) Later I may extend 11 classes to 28 emotion classes The proposed mode/method is better to be based on word embedding approach (/ word2vec) and it must improve the results of the benchmark. Similar works to get an idea (for your own read) : Distant Supervision for Emotion Classification Task using emoji2emotion Beyond Just Text: Semantic Emoji Similarity Modeling to Support Expressive Communication Learning Emoji Embeddings using Emoji Co-occurrence Network Graph [login to view URL] [login to view URL] **Benchmark: Any of the above, you can choose any other recent benchmark, we'll discuss about it What I'm expecting is a code(Python) and documentation. Documentation includes : - A table of similar approaches (10 studies), with limitation of each approach. it can be around 1000 words. - A complete explanation of the "new" model, it's advantages over existing approaches, and justification of its "uniqueness" (at least 1500 words) You have to explain the flow clearly, you may use figures. - Evaluation of the proposed model and justify the improvement compare to the "benchmark"( I gave code and paper of the benchmark) The code must include: -Comments (very important) and I need a clear representation of structure of code. Duration: 09 days. Budget: $230 Tool: Python OS: Windows 10
Projektazonosító: 19644603

A projektről

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Aktiválva: 5 évvel ezelőtt

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14 szabadúszó adott átlagosan $236 USD összegű árajánlatot erre a munkára
Felhasználó avatár
I provide support in writing essays, multiple questions, term papers, research papers, reports, dissertations and all forms of writing. I am able to do this in the required formats including MLA, APA and Harvard. For 6 years I’ve worked in academic writing and so I am accustomed to working with all sorts of problems in this field. I have a deep passion for research and guarantee that all my writing is 100% original. I highly value professionalism and hold myself strictly accountable to represent my client’s work. I aim to form a long-term working relationship.
$230 USD 3 napon belül
4,8 (178 értékelés)
7,1
7,1
Felhasználó avatár
Hi there... I am interested in your project. I am Python and Machine Learning specialist, certified by Freelancer. I fully understand your requirements and I am sure I can help you. Please, let's discuss details about your project by chat. Thank you.
$250 USD 3 napon belül
5,0 (101 értékelés)
6,7
6,7
Felhasználó avatár
Dear Sir/Madam, this is Humayun kabir; I have Post graduation (Marketing & Management) from Liverpool John Moores University, UK. Also, I have got Postgraduate Diploma from Edexcel, UK on Management Studies. I am a pharmacist (Bachelor of Pharmacy) & lived in London for 10 years. I am seeking this opportunity to assist you in your project. I have done many of the projects related to your topic. Let us discuss more about the expectations on rate and deadline of the projects over private chat.
$133 USD 3 napon belül
4,8 (151 értékelés)
6,7
6,7
Felhasználó avatár
mphill in computer science having seven years of experience in Python development. I will design this tool for you by using python.
$230 USD 9 napon belül
4,7 (103 értékelés)
6,5
6,5
Felhasználó avatár
Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Clustering Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.
$200 USD 3 napon belül
4,8 (71 értékelés)
6,6
6,6
Felhasználó avatár
Hello, Greetings of the day.!! I have a preferred freelancer badge. Which means I am in top 3% of AI ML freelancer. I have successfully delivered more than 80 AI/ML projects(R and Python) in last 9 Months with best rating and reviews. Your project attracted my attention at first glance, because I've really rich experience in Machine Learning with R (R studio) and Python Programming. I have worked on several similar projects before! I'm really confident about your project, and very eager to join your project.   If we get a chance to cooperate, I'll do my best to provide wonderful result. Some of the recent projects I have worked upon - 1) Text Classification and Categorization 2) Stock price forecasting using Neural Network 3) Face recognition using OpenCV / Python 5) LSTM RNN CNN for sequence classification and prediction 6) R programming real time assignment _R_ 7) Electricity Load forecasting using Deep Learning models using _Python(Keras)_Tensorflow 8) so on ..... You can check my all projects and detailed portfolio on my profile || Link -  https://www.freelancer.com/u/invincible1428 Skills - R Python R Studio Sklearn Keras Tensorflow Flask Ping me for more details. Lets Discuss....!
$333 USD 3 napon belül
4,7 (82 értékelés)
6,2
6,2
Felhasználó avatár
Hi, I hope you are doing good. well regarding this project, I have extensive 8+ years of experience in Machine learning projects using Python. I will work with efficient and correct way. Give me work, I will surely complete work within the required time. I have 8+years experience in python(all libraries like keras, tensorflow, scipy, plotly, matplotlib, pandas, etc) so I will work for you as you want. I have been worked for the following field related projects: Recommender Systems Sentiment Analysis Prediction Recognition Classification NLP(Natural Language Processing) Data Mining Data Analysis Data warehousing Data Modeling As I did MSCS(18 years of education in computer science), I can do your project in a smart way. As you can see my profile, I have been worked for different machine learning projects and got a response of employers by getting awesome feedbacks. I read all the project details so I can do this project with 100% quality because I have a lot of experience in machine learning projects. Thanks for your time!
$300 USD 9 napon belül
4,8 (89 értékelés)
6,3
6,3
Felhasználó avatár
Hey there, I have read the project description. Check out my profile for reviews about AI,ML,DL. Feel free to inbox me any time. Thank you.
$300 USD 7 napon belül
4,9 (48 értékelés)
5,5
5,5
Felhasználó avatár
Hi,How are you? I ensure that i can help you. I read your description and I am very interested in this job. I am ready for your project. I am proud of 100% 5 stars and 100% completion rate. Hopefully to working in a long-term relationship. Let’s work together. I can begin work immediately if we meet the agreement. I am always ready to discuss for you. Thanks.
$200 USD 3 napon belül
5,0 (20 értékelés)
4,6
4,6
Felhasználó avatár
Hi There I have checked your project description and understand everything. I am very confident that i can do this project perfectly. As i have 10+ years of experience in this field. The bid is negotiable and we can talk about the price. thanks
$140 USD 7 napon belül
3,8 (16 értékelés)
3,9
3,9
Felhasználó avatár
Hello! My name is Alyona. I am representative of a company, which can successfully execute different projects in IT sphere, connected with machine learning, deep learning, artificial intelligence, neural networks, robotics. Our staff members have solid skills to work with variety of projects, which gives us an edge while working on any project by providing a more holistic view. If it can be interesting for you, please, give feedback. Any questions? Feel free to ask! I will also send applicants` CVs, if necessarily. Thanks in advance. I am looking forward to your response.
$155 USD 3 napon belül
0,0 (0 értékelés)
0,0
0,0
Felhasználó avatár
Original
$183 USD 7 napon belül
0,0 (0 értékelés)
0,0
0,0
Felhasználó avatár
Hello! I am very interested in your post project. I am sure i can provide you perfect result as you want since i have rich experience on it. Actually, my slogan is "Time is Money". so i will do my best for your project and i will finish your project as soon as possible. please call me Dmitrii. looking forward to working with you. if i have a chance to work with you, it will be my pleasure. best regards
$155 USD 3 napon belül
0,0 (1 értékelés)
0,0
0,0

Az ügyfélről

MALAYSIA zászlója
Kuala Lumpur, Malaysia
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Tagság kezdete: máj. 18, 2019

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