01 September 2019 Score the readability of text using popular readability metrics Score text readability with metrics including: Flesch-Kincaid Grade Level, Gunning Fog, ARI, Dale Chall, SMOG, and more.
21 August 2019 Personalized wordlist generator with NLP Rhodiola tool is developed to narrow the brute force combination pool by creating a personalized wordlist for target people.
11 August 2019 A simple website demonstrating TextRank's extractive summarization capability A simple website demonstrating TextRank's extractive summarization capability. Currently supports English and Chinese.
08 August 2019 Generating paper titles with GPT-2 trained on data scraped from arXiv Well, all the cool kids seem to be training their own text bots so here's one which finetunes gpt-2 to generate titles of scientific papers (or anything else).
08 August 2019 An easy to use open-source library for advanced Deep Learning tamnun is a python framework for Machine and Deep learning algorithms and methods especially in the field of Natural Language Processing and Transfer Learning.
08 August 2019 A spaCy pipeline and model for NLP on unstructured legal text Blackstone is a spaCy model and library for processing long-form, unstructured legal text.
07 August 2019 Text vectorization tool to outperform TFIDF for classification tasks Textvec is a text vectorization tool, with the aim to implement all the "classic" text vectorization NLP methods in Python.
06 August 2019 PyTorch original implementation of Cross-lingual Language Model Pretraining PyTorch original implementation of Cross-lingual Language Model Pretraining.
05 August 2019 Clone a voice in 5 seconds to generate arbitrary speech in real-time This repository is an implementation of Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis (SV2TTS) with a vocoder that works in real-time.
31 July 2019 A Continual Pre-training Framework for Language Understanding ERNIE 2.0 is a continual pre-training framework for language understanding in which pre-training tasks can be incrementally built and learned through multi-task learning.
17 July 2019 An Open-source Neural Hierarchical Multi-label Text Classification Toolkit NeuralClassifier is designed for quick implementation of neural models for hierarchical multi-label classification task, which is more challenging and common in real-world scenarios.
23 June 2019 Bert multi-label text classification by PyTorch This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
18 June 2019 Personalizing Dialogue Agents via Meta-Learning This is the PyTorch implementation of the paper: Personalizing Dialogue Agents via Meta-Learning. Zhaojiang Lin*, Andrea Madotto*, Chien-Sheng Wu, Pascale Fung ACL 2019
12 June 2019 An open-source toolkit based on PyTorch Texar-PyTorch is an open-source toolkit based on PyTorch, aiming to support a broad set of machine learning especially text generation tasks
12 June 2019 Text processing in Tensorflow TensorFlow Text provides a collection of text related classes and ops ready to use with TensorFlow 2.0.
22 May 2019 NLP library designed for flexible research and development Welcome to the Transfer NLP library, a framework built on top of PyTorch whose goal is to progressively achieve 2 kinds of Transfer.
17 May 2019 Doc Product: Medical Q&A with Deep Language Models Quality medical information is valuable to everyone, but it's not always readily available. Doc Product aims to fix that.
08 May 2019 NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego NeuronBlocks is a NLP deep learning modeling toolkit that helps engineers/researchers to build end-to-end pipelines for neural network model training for NLP tasks.
08 May 2019 A set of connectors to pre-trained language models LAMA is a set of connectors to pre-trained language models.
06 May 2019 Pytorch implementation of Neural Processes for functions and images Pytorch implementation of Neural Processes. This repo follows the best practices defined in Empirical Evaluation of Neural Process Objectives.
20 April 2019 Sogou Machine Reading Comprehension Toolkit This toolkit was designed for the fast and efficient development of modern machine comprehension models, including both published models and original prototypes.
11 April 2019 Tools for ASR Corpus Generation from Online Video Pansori is a program for creating an automatic speech recognition (ASR) corpus from online videos with audio and subtitle data.
11 April 2019 Easy-to-use word-to-word translations for 3,564 language pairs Easy-to-use word-to-word translations for 3,564 language pairs.
30 March 2019 Textpipe: clean and extract metadata from text textpipe is a Python package for converting raw text in to clean, readable text and extracting metadata from that text.
15 February 2019 Token level embeddings from BERT model on mxnet and gluonnlp BERT, published by Google, is new way to obtain pre-trained language model word representation. Many NLP tasks are benefit from BERT to get the SOTA.