xinyi-code / NLP-Loss-Pytorch
Implementation of some unbalanced loss like focal_loss, dice_loss, DSC Loss, GHM Loss et.al
☆260Updated 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
- 中文数据集下SimCSE+ESimCSE的实现☆192Updated 2 years ago
- Chinese-Text-Classification Project including bert-classification, textCNN and so on.☆155Updated 2 years ago
- ☆131Updated last year
- A curated list of papers for multi-label classification.☆71Updated 11 months ago
- Pytorch version of BERT-whitening☆308Updated 3 years ago
- Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"☆115Updated 2 years ago
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆133Updated 11 months 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。☆222Updated 2 years ago
- R-Drop方法在中文任务上的简单实验☆91Updated 3 years ago
- The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`☆275Updated last year
- ☆278Updated 3 years ago
- SimCSE有监督与无监督实验复现☆149Updated last year
- ☆878Updated 11 months ago
- Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021☆303Updated last year
- RoFormer V1 & V2 pytorch☆496Updated 2 years ago
- NEZHA: Neural Contextualized Representation for Chinese Language Understanding☆262Updated 3 years ago
- Official code release for CNLE: Co-attention network with label embedding for text classification. Neurocomputing 2022☆21Updated last year
- 文本分类baseline:BERT、半监督学习UDA、对抗学习、数据增强☆102Updated 4 years ago
- Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer☆541Updated 3 years ago
- 华为哪吒模型实践指南☆21Updated 3 years ago
- 记录python,pytorch,git等工具的学习过程,主要是对该工具常用部分进行实践。☆41Updated 8 months ago
- Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"☆158Updated 2 years ago
- A PyTorch-based toolkit for natural language processing☆156Updated 2 years ago
- Data augmentation for NLP, accepted at EMNLP 2021 Findings☆106Updated last year
- This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT…☆66Updated last year
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆46Updated 2 years ago
- 全中文注释.(The loss function of retinanet based on pytorch).(You can use it on one-stage detection task or classifical task, to solve data …☆477Updated 10 months ago
- ☆221Updated 2 years ago
- NLP句子编码、句子embedding、语义相似度:BERT_avg、BERT_whitening、SBERT、SmiCSE☆176Updated 3 years ago
- GlobalPointer的优化版/NER实体识别☆120Updated 3 years ago