PinnedFarnaz Ghassemi ToudeshkiAll You Need to Know about Active Learning — Part 1With the advent and explosion of deep-learning based ML-models, and more recently foundation models, active learning is becoming ever-more…5 min read·Jun 26, 2023--3--3
PinnedFarnaz Ghassemi ToudeshkiControl Text Generation — ApproachesIn NLG, controlling text generation is a crucial and essential challenge. PLMs-based approaches are gaining attention in the field of…7 min read·Jan 4, 2023--2--2
Farnaz Ghassemi ToudeshkiFew-shot Text Classification on a Multilabel Dataset with SetFitThis post is about text classification on problems with a limited sample count.·2 min read·Jun 3, 2024----
Farnaz Ghassemi ToudeshkiStanford CoreNLP LibraryStanford CoreNLP for text pre-processing·2 min read·May 30, 2024----
Farnaz Ghassemi ToudeshkiSpaCy Library CheatsheetSpaCy library for text pre-processing·3 min read·May 30, 2024----
Farnaz Ghassemi ToudeshkiActive Learning Tools and StrategiesIn Part 1, we explained what is active learning and gave a good explanation on different types of strategies and main advantages of active…·6 min read·May 30, 2024----
Farnaz Ghassemi ToudeshkiUnlocking the Black Box: How to Make Your AI Model ExplainableML models are often black boxes that are impossible to interpret. Explainable AI tools enable human to better understand model behavior.·7 min read·May 30, 2024----
Farnaz Ghassemi ToudeshkiMain Libraries for Text Pre-processing(Data science course — lecture 07)1 min read·Jun 23, 2023----