Top 1176 natural-language-processing open source projects

Statistics and accepted paper list of NLP conferences with arXiv link

👄 The most accurate natural language detection library for Java and the JVM, suitable for long and short text alike

Huggingface Transformers + Adapters = ❤️

Facilitating the design, comparison and sharing of deep text matching models.

Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

ADAM - A Question Answering System. Inspired from IBM Watson

Simple downloader for pre-trained word vectors

🏇 聊天机器人，自然语言理解，语义理解

⏰ AI conference deadline countdowns

ByteNet for character-level language modelling

💥 displaCy.js: An open-source NLP visualiser for the modern web

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

A paper list for aspect based sentiment analysis.

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing

Language Technology Platform

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

A curated list of awesome projects and dev/design resources for supporting Arabic computational needs.

A fast, low-resource Natural Language Processing and Text Correction library written in Rust.

NLP 101: a resource repository for Deep Learning and Natural Language Processing

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

Language, Knowledge, Cognition

A simple resume parser used for extracting information from resumes

A Model for Natural Language Attack on Text Classification and Inference

A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data.

AutoGluon: AutoML for Text, Image, and Tabular Data

Official implementation of the paper “GECToR – Grammatical Error Correction: Tag, Not Rewrite” // Published on BEA15 Workshop (co-located with ACL 2020) https://www.aclweb.org/anthology/2020.bea-1.16.pdf

Recent Deep Learning papers in NLU and RL

Named Entity Recognition

🏥 Medical Text Mining and Information Extraction with spaCy

Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743

A collection of datasets that pair questions with SQL queries.

🧹 Python package for text cleaning

extract text from any document. no muss. no fuss.

The CMU Link Grammar natural language parser

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

LanguageCrunch NLP server docker image

The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"

A curated list of awesome Distributed Deep Learning resources.

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).

PySwip is a Python - SWI-Prolog bridge enabling to query SWI-Prolog in your Python programs. It features an (incomplete) SWI-Prolog foreign language interface, a utility class that makes it easy querying with Prolog and also a Pythonic interface.

Natural Language Processing Tasks and References

🤗 AutoNLP: train state-of-the-art natural language processing models and deploy them in a scalable environment automatically

TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".

Tutorial: Natural Language Processing in Python

chatbot_ner: Named Entity Recognition for chatbots.

💁‍♀️Your new best friend powered by an artificial neural network

PyTorch implementation of the position-aware attention model for relation extraction

This repository contains recent research on fake news.

A curated list of awesome awesomeness about artificial intelligence

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

👄 The most accurate natural language detection library in the Rust ecosystem, suitable for long and short text alike

AI Research Platform for Reinforcement Learning from Real Panoramic Images.

LDA topic modeling for node.js

Graph-based and Transition-based dependency parsers based on BiLSTMs

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

A dataset of millions of news articles scraped from a curated list of data sources.

API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。