Hins

allennlp

An open-source NLP research library, built on PyTorch.

arcs-py

Arc-Eager and Arc-Hybrid Greedy Dependency Parser with Dynamic Oracle in Python (with no Dependencies!)

asreader

This is an implementation of the Attention Sum Reader model as presented in "Text Comprehension with the Attention Sum Reader Network" available at http://arxiv.org/abs/1603.01547.

attention-sum-reader

Implementation of the attention-sum reader using tensorflow and keras.

cmu-multinlp

Generalizing Natural Language Analysis through Span-relation Representations

contextual_augmentation

Contextual augmentation, a text data augmentation using a bidirectional language model.

crfpar

[ACL'20, IJCAI'20] Code for "Efficient Second-Order TreeCRF for Neural Dependency Parsing" and "Fast and Accurate Neural CRF Constituency Parsing".

dependency-parser

Neural Network based Dependency Parser

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Flat-Lattice-Transformer

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

fsauor2018

Code for Fine-grained Sentiment Analysis of User Reviews of AI Challenger 2018

graph-dependency-parsing

joint-many-task-model

Multiple Different Natural Language Processing Tasks in a Single Deep Model

JointCWPDParser

Deep Graph-based Character-Level Chinese Dependency Parsing

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

LatticeLSTM

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

mcmc

markov chain monte carlo

Multi-Granularity-Hierarchical-Attention-Fusion-Networks-for-Question-Answering---TensorFlow

TensorFlow implementation of the "Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering" paper by Alibaba.

NCRFpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

opendial

A generic Java toolkit for building dialogue systems

pointer-networks

Pointer Networks Implementation in Keras

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

remixmatch

sentiment_analysis_textcnn

基于tensorflow 实现的用textcnn方法做情感分析的项目，有数据，可以直接跑。

SLQA

An Unofficial Pytorch Implementation of Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

TextCluster

短文本聚类预处理模块 Short text cluster

UD-Chinese

Tokenizer POS-tagger and Dependency-parser for Chinese (简体/繁體/文言文)

udify

A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.