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The Top 23 Python Pytorch Natural Language Processing Transformer Open Source Projects

Open source projects categorized as Python Pytorch Natural Language Processing Transformer
Categories > Machine Learning > Natural Language Processing
Medical Ner ⭐ 19
[NLP] A Named Entity Recognition project for the medical records (from ccks2019) using BERT+BiLSTM+CRF
most recent commit 5 months ago
Siamese Nn Semantic Text Similarity ⭐ 19
A repository containing comprehensive Neural Networks based PyTorch implementations for the semantic text similarity task, including architectures such as: Siamese LSTM Siamese BiLSTM with Attention Siamese Transformer Siamese BERT.
most recent commit 2 years ago
Codenets ⭐ 18
My own playground for PLP (Programming Language Processing) using DeepLearning techniques
most recent commit a year ago
Sentiment Analysis Pytorch ⭐ 18
Sentiment analysis in Pytorch on an IMDb dataset.
most recent commit 2 years ago
Dialogue Seq2seq ⭐ 17
Sequence-to-Sequence Generative Dialogue Systems
most recent commit 5 years ago
Distilkobilstm ⭐ 17
Distilling Task-Specific Knowledge from Teacher Model into BiLSTM
most recent commit a year ago
Bert Tensorflow Pytorch Spacy Conversion ⭐ 17
Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.
most recent commit 4 years ago
Transformer_pytorch ⭐ 17
Transformer(Attention Is All You Need) Implementation in Pytorch
most recent commit a year ago
Deep Martin ⭐ 16
Text simplification for a better world: Deep-Martin Transformer 🤗
most recent commit a year ago
Imdb Transformer ⭐ 16
A simple Neural Network for sentiment analysis, embedding sentences using a Transformer network.
most recent commit 6 years ago
Neural Scam Artist ⭐ 15
Web Scraping, Document Deduplication & GPT-2 Fine-tuning with a newly created scam dataset.
most recent commit 3 years ago
Recosa Dialogue Generation Pytorch ⭐ 15
Multi-turn dialogue generation using the vanilla transformer & GRU
most recent commit 2 years ago
Dom Lm ⭐ 14
Unofficial Pytorch implementation of Dom-LM paper.
most recent commit a year ago
Finetune Qa ⭐ 12
BERT, RoBERTa fine-tuning over SQuAD Dataset using pytorch-lightning⚡️, 🤗-transformers & 🤗-nlp.
most recent commit 4 years ago
Lightningblocks ⭐ 12
pytorch-lightning code blocks for nlp
total releases 10most recent commit a year ago
Vietnamese Roberta ⭐ 12
A Robustly Optimized BERT Pretraining Approach for Vietnamese
most recent commit 3 years ago
G2gtr ⭐ 12
Pytorch implementation of Graph-to-Graph Transformer for Transition-based Dependency Parsing accepted to EMNLP 2020
most recent commit 3 years ago
Useb ⭐ 12
Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.
most recent commit 2 years ago
Deep Learning Framework ⭐ 12
深度学习脚手架
most recent commit 6 months ago
Text_summarization ⭐ 11
Text summarization with python and transformer
most recent commit a year ago
Ml Snippets Classification ⭐ 11
The source code of "Machine learning code snippets semantic classification" (Valeriy Berezovskiy, Anastasia Gorodilova, Ekaterina Trofimova, Andrey Ustyuzhanin) paper.
most recent commit 7 months ago
Transformer Translator Pytorch ⭐ 11
Transformer code in pytorch
most recent commit 2 years ago
Remude ⭐ 11
(re)Implementation of Learning Multi-level Dependencies for Robust Word Recognition
most recent commit 4 years ago
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