Pengcheng YIN

tranX. A general-purpose neural semantic parser for mapping natural language queries into machine executable code

NL2code. A syntactic neural model for parsing natural language to executable code

pytorch_nmt. A neural machine translation model in PyTorch

pytorch_basic_nmt. A simple yet strong implementation of neural machine translation in pytorch

pytorch_neural_symbolic_machines. A PyTorch Implementation of Neural Symbolic Machines by Liang et al. (2018)

pytorch-gated-graph-neural-network. A simple Pytorch implementation of Gated Graph Neural Networks

PyRouge. A python library to compute rouge score for summarization

structVAE. Python

dire. Neural Variable Renaming for Decompiled Binaries

OSPF_Router. C++ implementation of the OSPF routing protocol

zeroshot_parser. A zero-shot neural semantic parser without using annotated parallel training data.

dynet_nmt. A neural machine translation model in DyNet

TaBERT. This repository contains source code for the TaBERT model, a pre-trained language model for learning joint representations of natural language utterances and (semi-)structured tables for semantic parsing. TaBERT is pre-trained on a massive corpus of 26M Web tables and their associated natural language context, and could be used as a drop-in replacement of a semantic parsers original encoder to compute representations for utterances and table schemas (columns).

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

nn4nlp-code. Code Samples from Neural Networks for NLP

datasets. 🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

pynlpl. PyNLPl, pronounced as 'pineapple', is a Python library for Natural Language Processing. It contains various modules useful for common, and less common, NLP tasks. PyNLPl can be used for basic tasks such as the extraction of n-grams and frequency lists, and to build simple language model. There are also more complex data types and algorithms. Moreover, there are parsers for file formats common in NLP (e.g. FoLiA/Giza/Moses/ARPA/Timbl/CQL). There are also clients to interface with various NLP specific servers. PyNLPl most notably features a very extensive library for working with FoLiA XML (Format for Linguistic Annotation).

tree-viewer. A d3.js syntax tree viewer

bilstm_crf. Python

TinyDFS. a tiny distributed file system

iScript. 各种脚本 -- 关于 虾米 xiami.com, 百度网盘 pan.baidu.com, 115网盘 115.com, 网易音乐 music.163.com, 百度音乐 music.baidu.com, 360网盘/云盘 yunpan.cn, 视频解析 flvxz.com, bt torrent <--> magnet, ed2k, tumblr.com, unzip

WeiBoCrawler. C#

nn. A tiny neural network library