cindytech

dgcnn_for_reading_comprehension

keras implement of dgcnn for reading comprehension

quepy

A python framework to transform natural language questions to queries in a database query language.

RNN_Text_Classify

Text classification using LSTM

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

Aspect-Based-Sentiment-Analysis

A paper list for aspect based sentiment analysis.

awesome-knowledge-graph

整理知识图谱相关学习资料

BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning

BLINK

Entity Linker solution

CasRel

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

CLUENER2020

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

copy_re

Release for acl18 paper "Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism"

Deep-Learning-with-TensorFlow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

Dr.Sure

🏫DeepLearning学习笔记以及Tensorflow、Pytorch的使用心得笔记。Dr. Sure会不定时往项目中添加他看到的最新的技术，欢迎批评指正。

gittest

JointER

Release for ECAI 2020 paper "Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy"

kbqa-ar-smcnn

Question answering over Freebase (single-relation)

KG-demo-for-movie

从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。

PCNN

A neural architecture for relation extraction task implemented in Tensorflow.

pytorch-relation-extraction

distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取

RESIDE

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

Sequence-Semantic-Embedding

Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.

SlotGated-SLU

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

TextKBQA

tf_CFO

Tensorflow implementation of CFO, a knowledge graph based QA system

TPlinker-joint-extraction

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

XiaoZhao-ChongChongChong

机器学习算法，大厂面经，coding，算法比赛资源整合大礼包～助你校招乘风破浪！内容持续更新中，欢迎star🌟