6715 Open source projects that are alternatives of or similar to Pytorch_graph Rel

基于深度学习的自然语言处理库

Github repo with tutorials to fine tune transformers for diff NLP tasks

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

a sklearn wrapper for Google's BERT model

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

Code for PyCon JP 2019 talk "Python による日本語自然言語処理 〜系列ラベリングによる実世界テキスト分析〜"

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

DaNLP is a repository for Natural Language Processing resources for the Danish Language.

A curated list of NLP resources for Hungarian

Machine Learning University: Accelerated Natural Language Processing Class

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

Models and Pipelines for the Spark NLP library

Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

Open Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names

Python implementation of TextRank for phrase extraction and summarization of text documents

Python wraper for MetaMap

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Materials for deep NLP course

Important paper implementations for Question Answering using PyTorch

Federated Knowledge Extraction Framework

How to build RNNs and LSTMs from scratch with NumPy.

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Implementation of Nested Named Entity Recognition using BERT

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

Natural Language Processing Tutorial for Deep Learning Researchers

A pythonic wrapper for Stanford CoreNLP.

Datasets, tools, and benchmarks for representation learning of code.

A curated list of awesome embedding models tutorials, projects and communities.

Course materials for Introduction to Computational Literary Analysis, taught at UC Berkeley in Summer 2018, 2019, and 2020, and at Columbia University in Fall 2020.

A very simple framework for state-of-the-art Natural Language Processing (NLP)

General Assembly's 2015 Data Science course in Washington, DC

keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS

NLP and Text Generation Experiments in TensorFlow 2.x / 1.x

BNLP is a natural language processing toolkit for Bengali Language.

Data augmentation for NLP

A list of NLP(Natural Language Processing) tutorials

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

The CRF Layer was implemented by using Chainer 2.0. Please see more details here: https://createmomo.github.io/2017/09/12/CRF_Layer_on_the_Top_of_BiLSTM_1/

👩‍🏫 Advanced NLP with spaCy: A free online course

A news recommendation system tailored for user communities

瑞金医院MMC人工智能辅助构建知识图谱大赛复赛

Vietnamese NLP Toolkit for Node

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

Web scrapping and related analytics using Python tools

Entity linking framework

A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

top 1% solution to toxic comment classification challenge on Kaggle.

Jupyter Notebooks with Deep Learning Tutorials

Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow

bert-bilstm-crf implemented in pytorch for named entity recognition.

This repository provides everything to get started with Python for Text Mining / Natural Language Processing (NLP)

论文实现(ACL2019)：《Matching the Blanks: Distributional Similarity for Relation Learning》