Please check my notes for an updated version about Transfer Learning with NLP tasks: Irene_TransferLearning_2020Spring A brief outline: Transfer Learning with word embedding Pre-BERT times BERT and its variants Understanding, reducing BERT Transfer Learning in the real world Also, visit my A brief Introduction on Transfer Learning notes from 2019 Spring.
The pdf contains some notes on several papers, some of which only have 1-2 slide pages. Again, red fonts are my thoughts and insights. I wish my notes can help readers to better understand the new concepts and get inspired. Click to view: GNN_notes_Fall2019.pdf
Finally, my notes are online now: NeurIPS_notes_Irene
During this summer, I did a project on cross-lingual NLP tasks. Recently I was working my notes and I organized them into a better format. I would like to share some of the notes with the readers who might be interested in this topic. Cross_lingual_NLP(PDF) Papers covered: A Robust Abstractive System for Cross-Lingual Summarization MASS:Continue reading “Slideshare (6): Cross-lingual Paper reading notes”
A quick introduction to Graph Neural Networks: Graph Neural Networks List of papers covered: Semi-Supervised Classification with Graph Convolutional Networks Graph Attention Networks Variational Graph Auto-Encoders Keep It Simple: Graph Autoencoders Without Graph Convolutional Networks
For the past few years after my Master’s, I did many jobs, long term, short term, internship, or full-time. I also had too many interviews, some of them I failed. Together with my friends, we had collected many materials, including basic algorithms, popular questions, basic machine learning knowledge, and deep learning knowledge. Then I organizedContinue reading “Prepare for the Interviews!”
Please check my notes for Transfer Learning introduction! Transfer Learning
A brief introduction on unsupervised transfer learning methods. The presentation focused on unsupervised transfer learning methods, introducing feature-based and model-based strategies and few recent papers from ICML, ACL. Unsupervised Transfer Learning Comments are welcomed!
Few friends with me did some works together since last October. All of us were looking for jobs in machine learning or deep learning. We all agreed that we need to review some interesting algorithms together. We had a draft of machine learning algorithms (part 1) during this new year: Click here for a fullContinue reading “Slideshare (2): Machine Learning Recap Slides sharing”
Happy New Year, guys! This is not a deep tech-post 🙂