659 Open source projects that are alternatives of or similar to Dont Stop Pretraining

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

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

EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

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

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.

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

Implementation of character based convolutional neural network

MITIE: library and tools for information extraction

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

Oxford Deep NLP 2017 course - Practical 1: word2vec

Named Entity Recognition based on dictionaries

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

A curated list of awesome machine learning frameworks, libraries, courses, books and many more.

Graph Convolution Network for NLP

The tool to make NLP datasets ready to use

Meandering In Networks of Entities to Reach Verisimilar Answers

spaCy REST API, wrapped in a Docker container.

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

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

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

Dilated CNNs for NER in TensorFlow

Korean HateSpeech Dataset

💫 REST microservices for various spaCy-related tasks

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

List of projects related to Natural Language Processing (NLP) that make a geek smile for they exist

[CVPR 2017] Torch code for Visual Dialog

Sentiment analysis library for russian language

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

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

NLP: Convert Japanese Kana-kanji sentences into Kana-Roman in simple algorithm.

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

🚀 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.

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

QRNN implementation for TensorFlow

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

Accelerated deep learning R&D

PyTorch implementation of beam search decoding for seq2seq models

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

THE String Processing Package for R (with ICU)

Machine Learning notebooks for refreshing concepts.

A PyTorch implementation of GraphRel

Jack the Reader

NLP made easy

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

CLaF: Open-Source Clova Language Framework

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

Neural Models for Conversational AI

AI 算法岗简历模板

The Natural Language Decathlon: A Multitask Challenge for NLP

A Span-Extraction Dataset for Chinese Machine Reading Comprehension (CMRC 2018)

Tool for interactive embeddings visualization

A Knowledge Base for the FB Group Artificial Intelligence and Deep Learning (AIDL)

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

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

Researches for Natural Language Processing for Financial Domain

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

Summarization Papers

Natural Language Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/

ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.