MSJeinlong

RSPapers

A Curated List of Must-read Papers on Recommender System.

TurboTransformers

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

BERT4Rec

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

TiSASRec

TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.

tensor2tensor

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

PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

SSE-PT

Codes and Datasets for paper RecSys'20 "SSE-PT: Sequential Recommendation Via Personalized Transformer" and NurIPS'19 "Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers"

SSE-PT

MMGCN

MMGCN: Multi-modal Graph Convolution Network forPersonalized Recommendation of Micro-video

SASRec

SASRec: Self-Attentive Sequential Recommendation

RecLearn

Recommender Learning with Tensorflow2.x

Pretrained-Language-Model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

WoBERT

以词为基本单位的中文BERT

FreeLB

Adversarial Training for Natural Language Understanding

roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

SR-GNN

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

bert4keras

keras implement of transformers for humans

hierarchical_fashion_graph_network

Hierarchical Fashion Graph Network for Personalized Outfit Recommendation, SIGIR 2020

disentangled_graph_collaborative_filtering

Disentagnled Graph Collaborative Filtering, SIGIR2020

oppo-text-match

小布助手对话短文本语义匹配的一个baseline

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

transformer-xl

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

tianchi_nlp_pretrain

阿里天池竞赛-全球人工智能技术创新大赛 热身赛二: 中文预训练模型泛化能力挑战

Bookshop

一个很简单的网上书店系统

alphaFM

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.