cytsinghua's repositories
Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
neural_coherence_model
EMNLP-18
rethink_perturbations
Rethinking Perturbations in Encoder-Decoders for Fast Training
AliceMind
ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab
BERT-GPU
multi-gpu pre-training in one machine for BERT from scratch without horovod
ChildTuning
Source code for our EMNLP'21 paper 《Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning》
ConSERT
Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
DeepCTR-Torch
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
ELR
Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels
GNNPapers
Must-read papers on graph neural networks (GNN)
GraphEmbedding
Implementation and experiments of graph embedding algorithms.
mmdetection
OpenMMLab Detection Toolbox and Benchmark
recommendation_model
练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM等
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
SimCSE
(EMNLP'2021) SimCSE: Simple Contrastive Learning of Sentence Embeddings
SPACES-Pytorch
苏神SPACE pytorch版本复现
summarus
Models for automatic abstractive summarization
SummerTime
An open-source text summarization toolkit for non-experts.