Implementation of some unbalanced loss like focal_loss, dice_loss, DSC Loss, GHM Loss et.al
☆267Mar 5, 2023Updated 3 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:
- A concise implementation of SimCSE☆16Aug 2, 2021Updated 4 years ago
- Variational Auto-Encoder based on Roberta encoder.☆12Oct 31, 2020Updated 5 years ago
- The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`☆274Jun 12, 2023Updated 2 years ago
- ☆13Jun 19, 2021Updated 4 years ago
- Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"☆167Sep 16, 2022Updated 3 years ago
- pytorch版损失函数，改写自科学空间文章，【通过互信息思想来缓解类别不平衡问题】、【将“softmax+交叉熵”推广到多标签分 类问题】☆12Aug 22, 2021Updated 4 years ago
- NEZHA: Neural Contextualized Representation for Chinese Language Understanding☆259Aug 13, 2021Updated 4 years ago
- 收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中☆2,236Aug 29, 2023Updated 2 years ago
- 基于PaddleNLP开源的抽取式UIE进行医学命名实体识别（torch实现）☆44Aug 5, 2022Updated 3 years ago
- Pattern-Exploiting Training在中文上的简单实验☆173Oct 10, 2020Updated 5 years ago
- SimCSE在中文上的复现，有监督+无监督☆278Feb 21, 2025Updated last year
- 长文本相似度模型☆21Nov 24, 2023Updated 2 years ago
- 实验苏神的CoSENT的Torch实现☆33Jan 8, 2022Updated 4 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,643Oct 16, 2024Updated last year
- Codes for 'Learning Probabilistic Topological Representations Using Discrete Morse Theory'☆14Sep 19, 2023Updated 2 years ago
- 中文数据集下SimCSE+ESimCSE的实现☆191May 21, 2022Updated 3 years ago
- ☆14Feb 21, 2026Updated last month
- 全局指针统一处理嵌套与非嵌套NER的Pytorch实现☆413Mar 23, 2023Updated 2 years ago
- “阿里灵杰”问天引擎电商搜索算法赛 第二名。电商领域两阶段文本匹配算法。☆56Jul 28, 2022Updated 3 years ago
- 基于 Tensorflow，仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类，涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域☆117May 10, 2023Updated 2 years ago
- ☆420Mar 4, 2024Updated 2 years ago
- Naive Bayes-based Context Extension☆327Dec 9, 2024Updated last year
- 基于tensorflow1.x的预训练模型调用，支持单机多卡、梯度累积，XLA加速，混合精度。可灵活训练、验证、预测。☆58Aug 16, 2021Updated 4 years ago
- Adversarial Training for NLP in Keras☆46Feb 29, 2020Updated 6 years ago
- Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification☆552Jul 14, 2022Updated 3 years ago
- Explore different chinese nlp tasks by using t5/mt5/t5-pegasus like text-classification, text-summary and so on.☆31Aug 20, 2022Updated 3 years ago
- 一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda☆1,878Mar 18, 2025Updated last year
- gaiic2021-track3-小布助手对话短文本语义匹配复赛rank3、决赛rank4☆147Jun 19, 2021Updated 4 years ago
- Source code for COLING 2022 paper "Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models"☆24Sep 21, 2022Updated 3 years ago
- chinese few-shot ner☆16Aug 28, 2022Updated 3 years ago
- Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)☆2,235Mar 11, 2023Updated 3 years ago
- 记录NLP、CV、搜索、推荐等AI岗位最新情况。☆28Mar 17, 2023Updated 3 years ago
- ☆277Apr 26, 2022Updated 3 years ago
- [Unofficial] Predict code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification☆56Sep 5, 2022Updated 3 years ago
- 复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！☆2,797Mar 15, 2026Updated last week
- DataFountain第五届达观杯第4名方案☆49Oct 7, 2022Updated 3 years ago
- 全球人工智能技术创新大赛-赛道三-冠军方案☆239Jul 12, 2021Updated 4 years ago
- [SIGIR 2022] Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval☆202Jan 4, 2023Updated 3 years ago
- Official code for paper "Integrating Deep Event-Level and Script-Level Information for Script Event Prediction".☆17Jun 29, 2022Updated 3 years ago