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nlp-beginner

NLP上手教程

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp-roadmap

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

nlu_sim

all kinds of baseline models for sentence similarity

nndial

NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

numpy-ml

Machine learning, in numpy

opencc

A project for conversion between Traditional and Simplified Chinese

panic

PANiC - PAraphrasing Noun-Compounds

practnlptools

Practical Natural Language Processing Tools for Humans. Dependency Parsing, Syntactic Constituent Parsing, Semantic Role Labeling, Named Entity Recognisation, Shallow chunking, Part of Speech Tagging, all in Python.

pythonstudy

a repository to study python!

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

question_answering_with_context

models of question answering with context and it's application

recurrent-entity-networks

TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".

relation-classification

Relation Classification using LSTM between two given entities using Tensorflow

relation-classification-via-attention-model

code of Relation Classification via Multi-Level Attention CNNs

remote-working

收集整理远程工作相关的资料

repel

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

ruge

s-lstm

Code for the paper: Sentence-State LSTM for Text Representation

scitail

This released code is for our ACL2018 paper "End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions". It gets STOA performance in a textual entailment benchmark -- 82.1% accuracy on SciTail dataset. We release the code and the pretrained model

sentencesimilarity

基于gensim模块计算句子相似度

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

sharly

slot_filling_intent_joint_model

attention based joint model for intent detection and slot filling

slotgated-slu

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

superset

Apache Superset is a Data Visualization and Data Exploration Platform

tagger

Deep Semantic Role Labeling with Self-Attention

tc-bot

User Simulation for Task-Completion Dialogues

tensorflow

Computation using data flow graphs for scalable machine learning