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.
Use Transformers and LSTMs to learn Python source code
The repository provides usefull python scripts for ML and data analysis
KoRean based BERT pre-trained models (KR-BERT) for Tensorflow and PyTorch
This repository consists of a complete guide on natural language processing (NLP) in Python where we'll learn various techniques for implementing NLP...
An attempt to map the areas with active conflict in Ukraine using twitter data and NLP.
Open R-NET (hy` առնետ 🐁) implementation and detailed analysis: https://git.io/vd8dx
A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
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 : )
PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)
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
This is my reading list for my PhD in AI, NLP, Deep Learning and more.
The simplest way to build all types of smart chatbots and digital assistants
Tool which allow you to detect and translate text.
Parser for Attempto Controlled English (ACE)
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
瑞金医院MMC人工智能辅助构建知识图谱大赛复赛
Python wraper for MetaMap
code of Relation Classification via Multi-Level Attention CNNs
Implementation of Very Deep Convolutional Neural Network for Text Classification
PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.
Building a fake news detector from initial ideation to model deployment
A Dutch RoBERTa-based language model
A text tagger based on Lucene / Solr, using FST technology
Implementation of XLNet that can load pretrained checkpoints
All For NLP, especially Chinese.
Official Python client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Python apps.
Python code for various NLP metrics
A collection of Natural language processing pre-trained models.
WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings...
The "tl;dr" on a few notable transformer papers (pre-2022).
The Genie open source kit for voice assistant (formerly known as Almond)
Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)
Abstractive Text Summarization using Transformer
Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.0141...
Awesome-Text-Classification Projects,Papers,Tutorial .
Neural Paraphrase Generation
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...
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
spaCy + UDPipe
Implementation of BERT in R
A Ruby natural language processor.
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。
multi-gpu pre-training in one machine for BERT from scratch without horovod
Preprocessing Library for Natural Language Processing
This script can tell you the sentiments of people regarding to any events happening in the world by analyzing tweets related to that event
Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers
A list of pretrained Transformer models for the Russian language.
Deprecated, the Web Neural Network Polyfill project has been moved to https://github.com/webmachinelearning/webnn-polyfill
Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.
Conversational text Analysis using various NLP techniques