Multimodal Fake News Classification -- 2

Fake news has altered society in negative ways in politics and culture. It has adversely affected both online social network systems as well as offline communities and conversations. Using automatic machine learning classification models is an efficient way to combat the widespread dissemination of fake news. While research in the area of fake news detection is of high importance for society, most of the existing methods opt for uni-mode approaches, as analyzing the multimodal content is often more complicated and availability of a reasonably sized dataset poses extra challenge.

For this problem, the goal for you is to explore some baseline methods discussed in [1], where both text and image mode component of a sample are represented using their respective mode- specific feature descriptor. The mode specific features are later concatenated directly to obtain a multimodal feature representative for each sample and then propose improvement. More specifi- cally:

• Baseline: The baseline you will implement will be the methods described by the authors of the dataset. Please feel free to choose your preferred word embeddings to represent the text component. You may also utilize several concepts learned in the course (like dimensionality reduction etc.) to demonstrate the effects on the results.

• Extension: Based on your understanding, you are expected to improve or come up with a different learning structure to better handle the problem.

Kemahiran: Python, Deep Learning, Machine Learning (ML)

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Tentang Majikan:
( 0 ulasan ) Buffalo, United States

ID Projek: #28347298

12 pekerja bebas membida secara purata $192 untuk pekerjaan ini

(37 Ulasan)
(78 Ulasan)

Hi, there. I am a machine learning engineer good at several deep learning algorithms. I am proficient in Python, OpenCV, Keras Tensorflow, PyTorch and Scikit-learn. Carefully checked your requirements. I can help you w Lagi

$250 USD dalam 3 hari
(13 Ulasan)

Hey! I am having 4+ years of Industry Experience in Machine Learning, Deep Learning,Natural Language Processing, and Computer Vision Applications. My Skills: OpenCV, TensorFlow, PyTorch, Keras,NLTK Supervised and Unsu Lagi

$150 USD dalam 7 hari
(25 Ulasan)

Hello Brother, I am a deep learning professional with experience in both NLP and CV. I code in PyTorch. I believe I can do your task. Let's talk more on this project. Thanks, Pranay

$56 USD dalam 7 hari
(1 Ulasan)

Hello! I am glad to have an opportunity of bidding for your project. I am a python and Machine learning expert having enough skills and experiences in computer vision ,DL and ML. I have developed lots of projects such Lagi

$200 USD dalam 3 hari
(6 Ulasan)

Respected Sir / Madam, We specialize in Machine Learning , Deep Learning , Computer Vision and Natural Language Processing and Speech Signal Processing . We have implemented many ML and DL models in Google Colab. An Lagi

$180 USD dalam 7 hari
(6 Ulasan)

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python, JAVA and etc. Lagi

$250 USD dalam 7 hari
(2 Ulasan)

Hi, I'm a machine learning/ deep learning engineer. I have done more than 6 project in past 6 months. You can also check my portfolio for more details. If you'll give me this task then I'll assure you that task will b Lagi

$120 USD dalam 3 hari
(4 Ulasan)

Hello, I can do these task efficiently because i have recently worked on a self case studies in which i used various machine learning/ deep learning techniques and I have good grip in NLP / computer vision tasks and mo Lagi

$140 USD dalam 7 hari
(2 Ulasan)

Good day sir, This project is completely doable if you own data, and if that's the case, please contact me so we could discuss further details. I'm confident in achieving your desired results. Regards

$278 USD dalam 7 hari
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I have a Post Graduation Certificate in Data analyst with extensive experience. I am very interested in working for your company. I have a piece of great knowledge of Machine Learning algorithms, Deep Learning, Natural Lagi

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