xinyi-code / NLP-Loss-PytorchLinks
Implementation of some unbalanced loss like focal_loss, dice_loss, DSC Loss, GHM Loss et.al
☆263Updated 2 years ago
Alternatives and similar repositories for NLP-Loss-Pytorch
Users that are interested in NLP-Loss-Pytorch are comparing it to the libraries listed below
Sorting:
- ☆879Updated last year
- 中文数据集下SimCSE+ESimCSE的实现☆192Updated 3 years ago
- Pytorch version of BERT-whitening☆307Updated 3 years ago
- ☆131Updated last year
- SimCSE有监督与无监督实验复现☆149Updated last year
- The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`☆274Updated last year
- Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021☆302Updated last year
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆132Updated last year
- Discovering New Intents with Deep Aligned Clustering (AAAI 2021)☆123Updated 2 years ago
- R-Drop方法在中文任务上的简单实验☆91Updated 3 years ago
- Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"☆115Updated 2 years ago
- Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"☆158Updated 2 years ago
- ☆33Updated 5 years ago
- ☆278Updated 3 years ago
- A curated list of papers for multi-label classification.☆71Updated last year
- Chinese-Text-Classification Project including bert-classification, textCNN and so on.☆157Updated 2 years ago
- Knowledge distillation in text classification with pytorch. 知识蒸馏,中文文本分类,教师模型BERT、XLNET,学生模型biLSTM。☆223Updated 2 years ago
- 华为哪吒模型实践指南☆21Updated 3 years ago
- Papers for Open Knowledge Discovery☆120Updated last year
- Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer☆541Updated 3 years ago
- SimCSE在中文上的复现,有监督+无监督☆277Updated 3 months ago
- NLP句子编码、句子embedding、语义相似度:BERT_avg、BERT_whitening、SBERT、SmiCSE☆176Updated 3 years ago
- 论文模型复现☆42Updated 2 years ago
- RoFormer V1 & V2 pytorch☆498Updated 3 years ago
- Data augmentation for NLP, accepted at EMNLP 2021 Findings☆106Updated last year
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆45Updated 2 years ago
- GAIIC赛道一:影像学 NLP — 医学影像诊断报告生成 [A100换你大棚甜瓜 Rank-12 方案]☆67Updated last year
- Text to text with reinforcement learning☆30Updated 2 years ago
- Focal loss for multiple class classification☆82Updated 4 years ago
- Chinese NLP Data Augmentation, BERT Contextual Augmentation☆111Updated 3 years ago