Ala Alam Falaki – Medium

Ala Alam Falaki

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Ala Alam Falaki
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Towards AI

Is it possible to do Text Classification on unlabeled data? (Feat. Zero-Shot Classification)

In this piece we will explore the zero-shot classification method for sentiment analysis using the Huggingface library.

4 min readAug 30, 2021

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Is it possible to do Text Classification on unlabeled data? (Feat. Zero-Shot Classification)

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Ala Alam Falaki
in
Towards AI

How much DEEP learning do we need?

The growing trend of large pre-trained networks is worrying. It could send the message that Deep Learning is not for everyone.

6 min readAug 4, 2021

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How much DEEP learning do we need?

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Ala Alam Falaki
in
Towards AI

How to Train a Seq2Seq Text Summarization Model With Sample Code (Ft. Huggingface/PyTorch)

Part 2 of the introductory series about training a Text Summarization model (or any Seq2seq/Encoder-Decoder Architecture) with sample codes…

6 min readDec 14, 2021

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How to Train a Seq2Seq Text Summarization Model With Sample Code (Ft. Huggingface/PyTorch)

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Ala Alam Falaki
in
Towards AI

CompressedBART: Fine-Tuning for Summarization through Latent Space Compression (Paper…

Paper title: A Robust Approach to Fine-tune Pre-trained Transformer-based Models for Text Summarization through Latent Space Compression.

5 min readApr 7, 2023

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A spring between two hands being compressed.

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Ala Alam Falaki

What are the differences in Pre-Trained Transformer-base models like BERT, DistilBERT, XLNet, GPT…

This article is a cheat sheet of well-known Transformer-based models. Trying to explain their uniqueness (while they are all based on…

9 min readMay 19, 2021

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The image is asking “What makes each Transformer-base model unique?”

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Ala Alam Falaki

Month in 4 Papers (March 2024)

This series of posts is designed to bring you the newest findings and developments in the NLP field. I’ll delve into four significant…

5 min readMar 30, 2024

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Month in 4 Papers (March 2024)

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Ala Alam Falaki

Month in 4 Papers (Feb 2024)

This series of posts is designed to bring you the newest findings and developments in the NLP field. I’ll delve into four significant…

5 min readMar 4, 2024

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Month in 4 Papers (Feb 2024)

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Ala Alam Falaki

Month in 4 Papers (Jan 2024)

This series of posts is designed to bring you the newest findings and developments in the NLP field. I’ll delve into four significant…

5 min readFeb 3, 2024

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Month in 4 Papers (Jan 2024)

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Ala Alam Falaki

Month in 4 Papers (Dec 2023)

This series of posts is designed to bring you the newest findings and developments in the NLP field. I’ll delve into four significant…

5 min readJan 6, 2024

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Month in 4 Papers (Dec 2023)

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Ala Alam Falaki

Month in 4 Papers (April 2023–4)

This series of posts is designed to bring you the newest findings and developments in the NLP field. I’ll delve into four significant…

4 min readDec 18, 2023

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Month in 4 Papers (April 2023–4)

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Ala Alam Falaki

Ala Alam Falaki

Technical Editor @ Towards AI - Ph.D. candidate working on Text Summarization / write about NLP. Let's talk on Twitter! https://nlpiation.github.io/

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