Hierarchical Language Modeling
We address the task of learning contextualized word, sentence and document representations with a hierarchical language model by stacking Transformer-based encoders on a sentence level and subsequently on a document level and performing masked token prediction.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Awesome Sentence Embedding | 1,831 | 3 years ago | 1 | gpl-3.0 | Python | |||||
| A curated list of pretrained sentence and word embedding models | ||||||||||
| Polish Nlp Resources | 267 | 7 months ago | 1 | lgpl-3.0 | ||||||
| Pre-trained models and language resources for Natural Language Processing in Polish | ||||||||||
| Nlp Tutorial | 101 | 2 years ago | apache-2.0 | Jupyter Notebook | ||||||
| 自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取，翻译，对话。 | ||||||||||
| Language Games | 89 | 4 years ago | 1 | mit | Python | |||||
| Dead simple games made with word vectors. | ||||||||||
| Easy Bert | 71 | 4 years ago | 4 | April 28, 2019 | 5 | mit | Java | |||
| A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert) | ||||||||||
| Sifrank | 61 | 3 years ago | Python | |||||||
| The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model" | ||||||||||
| Emnlp 2023 Papers | 54 | 5 months ago | mit | Python | ||||||
| EMNLP 2023 Papers: Explore cutting-edge research from EMNLP 2023, the premier conference for advancing empirical methods in natural language processing. Stay updated on the latest in machine learning, deep learning, and natural language processing with code included. :star: support NLP! | ||||||||||
| Sifrank_zh | 43 | 4 years ago | 4 | Python | ||||||
| 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码） | ||||||||||
| Boilerplate Dynet Rnn Lm | 36 | 7 years ago | 1 | Python | ||||||
| Boilerplate code for quickly getting set up to run language modeling experiments | ||||||||||
| Chainer Notebooks | 21 | 7 years ago | mit | Jupyter Notebook | ||||||
| Jupyter notebooks for Chainer hands-on | ||||||||||
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Jupyter Notebook
Deep Learning
Machine Learning
Pytorch
Natural Language Processing
Language Model
Transfer Learning
Attention Mechanism
Word Embeddings
Representation Learning
Information Retrieval
Natural Language Understanding