Recommender System Resources

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

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.

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

A pyTorch implementation of Relation-aware Graph Attention Network for Visual Question Answering.

Reading list for research topics in multimodal machine learning

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

Implementation of character based convolutional neural network

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

BERT-NER (nert-bert) with google bert https://github.com/google-research.

从头训练MASK BERT

Re-implementation of BIMPM (Bilateral Multi-Perspective Matching for Natural Language Sentences, Zhiguo Wang et al.) on Pytorch.

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

Source code for ACL 2019 paper "GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification"

A PyTorch implementation of GraphRel

resources for graph convolutional networks （图卷积神经网络相关资源）

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

Code for the paper ``Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model''

Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification

Plot the vector graph of attention based text visualisation

Implementation of Graph Convolutional Networks in TensorFlow

My Reading Lists of Deep Learning and Natural Language Processing

This repository provides the implementation for the paper "Combining Fact Extraction and Verification withNeural Semantic Matching Networks".

Graph Convolutional Networks for Text Classification. AAAI 2019

使用谷歌预训练bert做字嵌入的BiLSTM-CRF序列标注模型

Evaluating Cross-lingual Sentence Representations

Tree LSTM implementation in PyTorch