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Manel ALOUI

Manel-Hik

AI & ML interests

NLP recommender system, machine learning

Recent Activity

liked a Space 9 days ago

franciszzj/Leffa

updated a dataset about 2 months ago

OALL/ALRAGE

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Manel-Hik's activity

liked a Space 9 days ago

Running on L40S

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👗🤗🧜

Leffa

updated a dataset about 2 months ago

OALL/ALRAGE

Viewer • Updated Nov 14, 2024 • 2.11k • 74

reacted to joylarkin's post with 🚀 4 months ago

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2630

💬 Chat as a way to query SQL! The Airtrain AI team is happy to share a new Hugging Face Space that lets you interact with Hugging Face Hub datasets using a natural language chatbot. 🤗

Start Exploring 👉 airtrain-ai/hf-dataset-chat-to-sql

This Space is forked from davidberenstein1957/text-to-sql-hub-datasets by @davidberenstein1957 and features chat capability with improved table naming. The tool works with Hugging Face’s recently released in-browser DuckDB-based SQL query engine for datasets.

reacted to Salama1429's post with 👍 5 months ago

Post

1435

📚 Introducing the 101 Billion Arabic Words Dataset

🌐 Exciting Milestone in Arabic Language Technology! hashtag#NLP hashtag#ArabicLLM hashtag#LanguageModels

🚀 Why It Matters:
1. 🌟 Large Language Models (LLMs) have brought transformative changes, primarily in English. It's time for Arabic to shine!
2. 🎯 This project addresses the critical challenge of bias in Arabic LLMs due to reliance on translated datasets.

🔍 Approach:
1. 💪 Undertook a massive data mining initiative focusing exclusively on Arabic from Common Crawl WET files.
2. 🧹 Employed state-of-the-art cleaning and deduplication processes to maintain data quality and uniqueness.

📈 Impact:
1. 🏆 Created the largest Arabic dataset to date with 101 billion words.
2. 📝 Enables the development of Arabic LLMs that are linguistically and culturally accurate.
3. 🌍 Sets a global benchmark for future Arabic language research.

🔗 Paper: https://lnkd.in/dGAiaygn
🔗 Dataset: https://lnkd.in/dGTMe5QV

- 🔄 Share your thoughts and let's drive the future of Arabic NLP together!

hashtag#DataScience hashtag#MachineLearning hashtag#ArtificialIntelligence hashtag#Innovation hashtag#ArabicData