PinnedAla Falaki, PhDinTowards AIIs 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.Aug 30, 20211Aug 30, 20211
PinnedAla Falaki, PhDinTowards AIHow 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.Aug 4, 2021Aug 4, 2021
PinnedAla Falaki, PhDinTowards AIHow 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…Dec 14, 2021Dec 14, 2021
PinnedAla Falaki, PhDinTowards AICompressedBART: 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.Apr 7, 2023Apr 7, 2023
PinnedAla Falaki, PhDWhat 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…May 19, 20212May 19, 20212
Ala Falaki, PhDinTowards AIMonth in 4 Papers (May 2024)This month, we explore optimizing model merging, fine-tuning supervision, autonomous coding, and selective token relevance in NLP.Jun 5Jun 5
Ala Falaki, PhDMonth in 4 Papers (April 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…May 4May 4
Ala Falaki, PhDMonth 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…Mar 30Mar 30
Ala Falaki, PhDMonth 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…Mar 41Mar 41
Ala Falaki, PhDMonth 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…Feb 3Feb 3
