BigHeartC

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

SpanABSA

Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification

TH-CPL

清华大学计算机学科推荐学术会议和期刊列表

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

MAMS-for-ABSA

A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.

awesome-neural-models-for-semantic-match

A curated list of papers dedicated to neural text (semantic) matching.

MatchZoo

Facilitating the design, comparison and sharing of deep text matching models.

ABSA-PyTorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

wenzheng

ai challenger 2018细粒度情感分类第一名解决方案, A training framework itegrating tensorflow and pytorch

AdaScaling

Adaptive Scaling for Sparse Detection in Information Extraction

IARM

IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018

ChineseNlpCorpus

搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

fsauor2018

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

tensor2tensor

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

Focal-Loss-implement-on-Tensorflow

The implementation of focal loss proposed on "Focal Loss for Dense Object Detection" by KM He and support for multi-label dataset.

DataSciComp

A collection of popular Data Science Challenges/Competitions || Countdown timers to keep track of the entry deadlines.

platform

DFL platform

text_classification

all kinds of text classification models and more with deep learning

bert

TensorFlow code and pre-trained models for BERT

RAM

A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"

GCAE

Tagger

Deep Semantic Role Labeling with Self-Attention

TCN

Sequence modeling benchmarks and temporal convolutional networks

IAN

A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"

RNN-Active-User-Forecast

1st place solution for the Kuaishou Active-user Forecast competition

attention

some attention implements

LRCWE

基于知识库信息的词向量模型