Machine Translation Jobs

I have a Python notebook containing well-structured code that effectively translates a sample of a large dataset from English to Arabic. However, the current code cannot handle the entire dataset due to its size. using : model_name = 'Helsinki-NLP/opus-mt-en-ar' Tasks: - Modify the existing Python code in the provided notebook to translate the entire dataset from English to Arabic. - Ensure the translated data is saved in two formats: Comma-Separated Values (CSV), and Apache Parquet (.parquet) - Provide the CSV and parquet files after saving (most run and give results)

My primary goal is to create a sophisticated machine translation project that focuses on Arabic to English language conversions. This is a challenging project that requires specific skill-set and in-depth knowledge in Natural Language Processing. Features I need: - Develop a multimodal machine translation model (MMT) using visuals and text to achieve accurate translation from English to Arabic and vice versa. Ideal Freelancer should have: - Proven experience in Natural Language Processing - Strong background in Machine Translation models - Ability to select and implement the most suitable Machine Translation model or API for this project, as I am open to the best possible options. If you have the necessary skills to accomplish this task, feel free to bid.

I'm in need of a professional who can help me with a machine translation project. I need Google Colab notebock that automates the translation process using pre-trained Arabic translation models. This notebook will: * Efficiently translate the entire (Multi-News) dataset. * Enable Try first some examples then compare the translation with the translation provided by chatGPT * Find a way to measure the similarity between the 2 translations, check if you can use Rouge. Here is what the job involves: - **Purpose of the Translation:** My intention is to use this translation to train my deep learning model. The translations will be used to train the transformer for a specific project, meaning that the quality and accuracy of the translations are crucial. - **Desired Output:** The machi...