Top 1910 nlp open source projects

Oxford Deep NLP 2017 course

📖 A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction.

Toxic Comment Classification Challenge

Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

Implementation of a seq2seq model for Speech Recognition using the latest version of TensorFlow. Architecture similar to Listen, Attend and Spell.

Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

Data loaders and abstractions for text and NLP

All the slides, accompanying code and exercises all stored in this repo. 🎈

Deep learning with text doesn't have to be scary.

Toolkit to help understand "what lies" in word embeddings. Also benchmarking!

Resources for conservation, development, and documentation of low resource (human) languages.

✨ 🤖 🤖 Build your own conversational bot on our Collaborative Bot Platform! 🤖🤖 ✨

Repository for Project Insight: NLP as a Service

PyTorch implementation of batched bi-RNN encoder and attention-decoder.

Ask coding questions directly from the terminal

天池 疫情相似句对判定大赛 线上第一名方案

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

Summarization Papers

📉 金融文本情感分析模型

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Transforms PDF, Documents and Images into Enriched Structured Data

Machine Learning and NLP: Text Classification using python, scikit-learn and NLTK

Hierarchical Attention Networks for document classification

AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.

Long Range Arena for Benchmarking Efficient Transformers

Deep-Learning Model Exploration and Development for NLP

Spanish word embeddings computed with different methods and from different corpora

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

Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

CNN for Chinese Text Classification in Tensorflow

Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow

TextCNN Pytorch实现 中文文本分类 情感分析

A simple effective ToolKit for short text matching

Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。

Easy to use NLP library built on PyTorch and TorchText

Data Augmentation for NLP. NLP数据增强

机器学习、深度学习、自然语言处理、计算机视觉、各种算法等AI领域相关技术的路线、教程、干货分享。笔记有：机器学习实战、剑指Offer、cs231n、cs131、吴恩达机器学习、cs224n、python自然语言处理实战

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

Information extraction from English and German texts based on predicate logic

使用python抓取微博数据并对微博文本分析和可视化，LDA（树图）、关系图、词云、时间趋势（折线图）、热度地图、词典情感分析（饼图和3D柱状图）、词向量神经网络情感分析、tfidf聚类、词向量聚类、关键词提取、文本相似度分析等

Module for automatic summarization of text documents and HTML pages.

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

💫 REST microservices for various spaCy-related tasks

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

Explains nlp building blocks in a simple manner.

Applying Data Science and Machine Learning to Solve Real World Business Problems

Yet another Python binding for fastText

Generating multiple choice questions from text using Machine Learning.

NeMo: a toolkit for conversational AI

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.

Implementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.

整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据 、推荐系统、数据库、数据挖掘 、机器学习 、深度学习 、算法等。

😋本项目旨在通过Tensorflow基于BiLSTM+CRF实现中文分词、词性标注、命名实体识别（NER）。

A chatbot framework for Rasa NLU

This repository is the collection of research papers in Deep learning, computer vision and NLP.

NLP Core Library and Model Zoo based on PaddlePaddle 2.0

Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)

USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。