Stars
🔊 Text-Prompted Generative Audio Model
🏅 Collection of Kaggle Solutions and Ideas 🏅
1st place solution for the Tianchi wifi positioning competition
The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.
A multi-task learning example for the paper https://arxiv.org/abs/1705.07115
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
Tensorflow-implemented text pair classification models including BIMPM, MPCNN, SiameseLSTM, SiameseCNN, MatchPyramid, ESIM, DecAtt, etc.
SASRec: Self-Attentive Sequential Recommendation
第二届腾讯广告算法大赛（Rank 9） http://algo.tpai.qq.com/home/rankinglist/rankingList
This repository maintains codes for tencent advertisement algorithm competition 2018. Our codes ranked the 3rd place in the final round.
The code for 2018 Tencent College Algorithm Contest, and the online result ranks 7th.
pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
On the Dimensionality of Word Embedding
My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9745.
Text classifier for Hierarchical Attention Networks for Document Classification
Tensorflow-implemented text classificators including FastText, TextCNN, TextRNN, TextBiRNN, TextRCNN, HAN, etc.
Data competition Top Solution 数据竞赛top解决方案开源整理
BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.
Natural-Language-Inference models
2018年"达观杯"文本智能处理挑战赛-长文本分类-rank4
AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/
复赛第二名单模型方案，没有特征选择没有调参LGB单模型857个特征