659 Open source projects that are alternatives of or similar to Lit

DGMs for NLP. A roadmap.

a sklearn wrapper for Google's BERT model

The Natural Language Decathlon: A Multitask Challenge for NLP

Korean spellchecking dictionary for Hunspell

Entity linking framework

CLaF: Open-Source Clova Language Framework

Collection of software components for natural language processing (NLP) based on the Apache UIMA framework.

PyTorch implementation of beam search decoding for seq2seq models

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.

💥 displaCy-ent.js: An open-source named entity visualiser for the modern web

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Julia Implementation of Transformer models

NLP made easy

Builds wordpiece(subword) vocabulary compatible for Google Research's BERT

[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

A list of Indonesian NLP resources.

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Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

Interpretable data visualizations for understanding how texts differ at the word level

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Tool for interactive embeddings visualization

Cookiecutter API for creating Custom Skills for Azure Search using Python and Docker

THE String Processing Package for R (with ICU)

R package providing annotators and a normalized data model for natural language processing

Sentiment analysis library for russian language

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

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

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

Jupyter Notebooks with Deep Learning Tutorials

A CoNLL-U parser that takes a CoNLL-U formatted string and turns it into a nested python dictionary.

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

深度有趣

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT

中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 自然语言处理

Global-Locally Self-Attentive Dialogue State Tracker

Meandering In Networks of Entities to Reach Verisimilar Answers

Test your HN title against a neural network

Korean HateSpeech Dataset

My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9745.

Named Entity Recognition based on dictionaries

This repository contains various ways to calculate sentence vector similarity using NLP models

Cornell NLVR and NLVR2 are natural language grounding datasets. Each example shows a visual input and a sentence describing it, and is annotated with the truth-value of the sentence.

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

Implementation of character based convolutional neural network

Default English stopword lists from many different sources

A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI

My completed implementation solutions for CS224N 2019

Graph Convolution Network for NLP

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

It understands your voice commands, searches news and knowledge sources, and summarizes and reads out content to you.

Web scrapping and related analytics using Python tools

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

A large-scale statistical machine translation system written in Java.

[CVPR 2017] Torch code for Visual Dialog

Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)

A PyTorch implementation of GraphRel

IssuesにNLP（自然言語処理）に関連するの論文を読んだまとめを書いています．雑です．🚧 マークは編集中の論文です（事実上放置のものも多いです）．🍡 マークは概要のみ書いてます（早く見れる的な意味で団子）．