Topic

nlp

Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced results in the fields of language modeling, parsing, and natural-language tasks.

Repositories (1487)

python_autocomplete
python_autocomplete labmlai Jupyter Notebook

Use Transformers and LSTMs to learn Python source code

178
ML-DL-scripts
ML-DL-scripts Diyago Jupyter Notebook

The repository provides usefull python scripts for ML and data analysis

178
KR-BERT
KR-BERT snunlp Python

KoRean based BERT pre-trained models (KR-BERT) for Tensorflow and PyTorch

178
Python_Natural_Language_Processing
Python_Natural_Language_Processing milaan9 Jupyter Notebook

This repository consists of a complete guide on natural language processing (NLP) in Python where we'll learn various techniques for implementing NLP...

178
LiveActionMap
LiveActionMap kinshukdua Python

An attempt to map the areas with active conflict in Ukraine using twitter data and NLP.

178
R-NET-in-Keras
R-NET-in-Keras YerevaNN Python

Open R-NET (hy` առնետ 🐁) implementation and detailed analysis: https://git.io/vd8dx

177
easy-bert
easy-bert robrua Java

A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)

177
ML
ML sherlcok314159 Jupyter Notebook

此仓库将介绍Deep Learning 所需要的基础知识以及NLP方面的模型原理到项目实操 : )

177
A-Hierarchical-Latent-Structure-for-Variational-Conversation-Modeling
A-Hierarchical-Latent-Structure-for-Variational-Conversation-Modeling ctr4si Python

PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)

176
nlp_research
nlp_research zhufz Python

NLP research:基于tensorflow的nlp深度学习项目,支持文本分类/句子匹配/序列标注/文本生成 四大任务

176
AI-NLP-Paper-Readings
AI-NLP-Paper-Readings zhongpeixiang

This is my reading list for my PhD in AI, NLP, Deep Learning and more.

176
xatkit
xatkit xatkit-bot-platform

The simplest way to build all types of smart chatbots and digital assistants

176
text-detector
text-detector s3nh Python

Tool which allow you to detect and translate text.

175
APE
APE Attempto Prolog

Parser for Attempto Controlled English (ACE)

175
ner-slot_filling
ner-slot_filling GaoQ1 Python

中文自然语言的实体抽取和意图识别(Natural Language Understanding),可选Bi-LSTM + CRF 或者 IDCNN + CRF

175
ruijin_round2
ruijin_round2 beader Jupyter Notebook

瑞金医院MMC人工智能辅助构建知识图谱大赛复赛

174
pymetamap
pymetamap AnthonyMRios Python

Python wraper for MetaMap

173
pytorch-acnn-model
pytorch-acnn-model dgai91 Python

code of Relation Classification via Multi-Level Attention CNNs

172
VDCNN
VDCNN cjiang2 Python

Implementation of Very Deep Convolutional Neural Network for Text Classification

172
Hash-Embeddings
Hash-Embeddings YannDubs Python

PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.

171
fake-news
fake-news mihail911 Jupyter Notebook

Building a fake news detector from initial ideation to model deployment

171
RobBERT
RobBERT iPieter Jupyter Notebook

A Dutch RoBERTa-based language model

170
SolrTextTagger
SolrTextTagger OpenSextant Java

A text tagger based on Lucene / Solr, using FST technology

169
keras-xlnet
keras-xlnet CyberZHG Python

Implementation of XLNet that can load pretrained checkpoints

169
All4NLP
All4NLP hscspring Jupyter Notebook

All For NLP, especially Chinese.

169
monkeylearn-python
monkeylearn-python monkeylearn Python

Official Python client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Python apps.

169
NLPMetrics
NLPMetrics gcunhase Jupyter Notebook

Python code for various NLP metrics

169
NLP-pretrained-model
NLP-pretrained-model balavenkatesh3322

A collection of Natural language processing pre-trained models.

169
wefe
wefe dccuchile Python

WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings...

169
tldr-transformers
tldr-transformers will-thompson-k

The "tl;dr" on a few notable transformer papers (pre-2022).

169
genie-toolkit
genie-toolkit stanford-oval TypeScript

The Genie open source kit for voice assistant (formerly known as Almond)

169
Snowball
Snowball davidsbatista Python

Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)

168
transformer-abstractive-summarization
transformer-abstractive-summarization rojagtap Jupyter Notebook

Abstractive Text Summarization using Transformer

168
Improved-Dynamic-Memory-Networks-DMN-plus
Improved-Dynamic-Memory-Networks-DMN-plus ethancaballero Python

Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.0141...

167
Awesome-Text-Classification
Awesome-Text-Classification fendouai

Awesome-Text-Classification Projects,Papers,Tutorial .

167
neural-paraphrase-generation
neural-paraphrase-generation iamaaditya Python

Neural Paraphrase Generation

167
torchtext-summary
torchtext-summary atnlp Jupyter Notebook

torchtext使用总结,从零开始逐步实现了torchtext文本预处理过程,包括截断补长,词表构建,使用预训练词向量,构建可用于PyTorch的可迭代数据等步骤。并结合Pyt...

167
Dan-Jurafsky--Chris-Manning--NLP
Dan-Jurafsky--Chris-Manning--NLP Anwarvic Java

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

167
spacy-udpipe
spacy-udpipe TakeLab Python

spaCy + UDPipe

167
RBERT
RBERT jonathanbratt R

Implementation of BERT in R

166
words_counted
words_counted abitdodgy Ruby

A Ruby natural language processor.

165
Semantic
Semantic ownthink Python

语义理解/口语理解,项目包含有词法分析:中文分词、词性标注、命名实体识别;口语理解:领域分类、槽填充、意图识别。

164
BERT-GPU
BERT-GPU guotong1988 Python

multi-gpu pre-training in one machine for BERT from scratch without horovod

164
prenlp
prenlp lyeoni Python

Preprocessing Library for Natural Language Processing

164
Twitter-Sentiment-Analysis
Twitter-Sentiment-Analysis the-javapocalypse Python

This script can tell you the sentiments of people regarding to any events happening in the world by analyzing tweets related to that event

164
What-I-Have-Read
What-I-Have-Read xcfcode

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

163
transformers-ru
transformers-ru vlarine Jupyter Notebook

A list of pretrained Transformer models for the Russian language.

162
webml-polyfill
webml-polyfill intel Python

Deprecated, the Web Neural Network Polyfill project has been moved to https://github.com/webmachinelearning/webnn-polyfill

162
Open-IE-Papers
Open-IE-Papers NPCai

Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.

161
converse
converse maxent-ai Jupyter Notebook

Conversational text Analysis using various NLP techniques

161