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…Jun 26, 20233Jun 26, 20233
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…Jan 4, 20232Jan 4, 20232
Farnaz Ghassemi ToudeshkiFew-shot Text Classification on a Multilabel Dataset with SetFitThis post is about text classification on problems with a limited sample count.Jun 3Jun 3
Farnaz Ghassemi ToudeshkiStanford CoreNLP LibraryStanford CoreNLP for text pre-processingMay 30May 30
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…May 30May 30
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.May 30May 30
Farnaz Ghassemi ToudeshkiMain Libraries for Text Pre-processing(Data science course — lecture 07)Jun 23, 2023Jun 23, 2023