Mohamed ElMesawy

mohamedelmesawy

mohamedelmesawy

AI & ML interests

A Machine/Deep Learning researcher with experience in industry and academia in different domains, such as Computer Vision, Natural Language Processing, and Reinforcement Learning.

Recent Activity

reacted to nicolay-r's post with 🚀 15 days ago

📢 If you wish to empower LLM with IR and named entity recognition module, then I got relevant findings. Just tested Flair below is how you can start for adapting for processing your CSV / JSONL data via bulk-ner 👩‍💻 code: https://github.com/nicolay-r/nlp-thirdgate/blob/master/tutorials/ner_flair_0151.sh 🤖 models: https://huggingface.co/flair Provider: https://raw.githubusercontent.com/nicolay-r/nlp-thirdgate/refs/heads/master/ner/flair_0151.py Framework: https://github.com/nicolay-r/bulk-ner 🚀 Performance: the default ner model (Thinkpad X1 Nano) Batch-size 1 6it/sec Batch-size 10+ 12it/sec 🌌 other wrappers for bulk-ner nlp-thirdgate: https://github.com/nicolay-r/nlp-thirdgate

liked a model 15 days ago

deepseek-ai/DeepSeek-R1

liked a model 3 months ago

numind/NuExtract-1.5

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mohamedelmesawy's activity

reacted to nicolay-r's post with 🚀 15 days ago

Post

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📢 If you wish to empower LLM with IR and named entity recognition module, then I got relevant findings.
Just tested Flair below is how you can start for adapting for processing your CSV / JSONL data via bulk-ner
👩‍💻 code: https://github.com/nicolay-r/nlp-thirdgate/blob/master/tutorials/ner_flair_0151.sh
🤖 models: https://huggingface.co/flair

Provider: https://raw.githubusercontent.com/nicolay-r/nlp-thirdgate/refs/heads/master/ner/flair_0151.py
Framework: https://github.com/nicolay-r/bulk-ner

🚀 Performance: the default ner model (Thinkpad X1 Nano)
Batch-size 1 6it/sec
Batch-size 10+ 12it/sec

🌌 other wrappers for bulk-ner nlp-thirdgate: https://github.com/nicolay-r/nlp-thirdgate