Just my bookmark of interesting stuff about Natural Language Processing.
- Attention Is All You Need
- Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach
- IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding
- Well-Read Students Learn Better: On the Importance of Pre-training Compact Models
- How to Fine-Tune BERT for Text Classification?
- Text Guide: Improving the quality of long text classification by a text selection method based on feature importance
- How to Train BERT with an Academic Budget
- Entailment as Few-Shot Learner
- PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
- Language Models are Few-Shot Learners
- IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation
- Multi-label Aspect Categorization with Convolutional Neural Networks and Extreme Gradient Boosting
- ConvBERT: Improving BERT with Span-based Dynamic Convolution
- Datasheets for Datasets
- XLNet: Generalized Autoregressive Pretraining for Language Understanding
- Universal Language Model Fine-tuning for Text Classification
- Unsupervised Data Augmentation for Consistency Training
- CMU LTI Low Resource NLP Bootcamp 2020
- IndoNLU
- BERT
- NLP RoadMap
- Indonesian Language Model
- BertViz
- Tensor2Tensor
- Computational Linear Algebra for Coders
- Indonesian NLP Resource
- New pipeline for zero-shot text classification
- Topic Modeling and Latent Dirichlet Allocation (LDA) using Gensim and Sklearn
- The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning)
- Visualizing A Neural Machine Translation Model (Mechanics of Seq2seq Models With Attention)
- NLP Data Augmentation using 🤗 Transformers
- Various Confusion Matrix Plots
- Displaying a confusion matrix in TensorFlow
- Building a Multi-label Text Classifier using BERT and TensorFlow
- How to Plot Model Loss During Training in TensorFlow
- Multi-label Text Classification with BERT and PyTorch Lightning
- The Missing Semester of Your CS Education
- Introducing fastpages
- Liputan6: Summarization Corpus for Indonesian
- Natural Language Processing with Disaster Tweets
- Basic EDA,Cleaning and GloVe
- NLP - EDA, Bag of Words, TF IDF, GloVe, BERT
- 📚Natural Language Processing (NLP)🧾for Beginners
- Getting started with NLP - A general Intro
- NLP 📝 GloVe, BERT, TF-IDF, LSTM... 📝 Explained
- Basic NLP with TensorFlow and WordCloud📄
- NLP with Disaster Tweets - EDA, Cleaning and BERT
- How to: Preprocessing when using embeddings