Code and source for paper ``How to Fine-Tune BERT for Text Classification?``
☆641Oct 19, 2021Updated 4 years ago
Alternatives and similar repositories for BERT4doc-Classification
Users that are interested in BERT4doc-Classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implemention some Baseline Model upon Bert for Text Classification☆693Sep 19, 2019Updated 6 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,652Oct 16, 2024Updated last year
- Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)☆10,213Apr 19, 2026Updated last month
- Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo☆3,109May 9, 2024Updated 2 years ago
- This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currentl…☆470Dec 8, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.☆924Apr 18, 2023Updated 3 years ago
- 中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard☆4,254Feb 6, 2026Updated 3 months ago
- 使用Bert,ERNIE,进行中文文本分类☆4,425Jun 28, 2024Updated last year
- Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.☆3,160Jan 22, 2024Updated 2 years ago
- fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.☆3,148Jun 5, 2023Updated 2 years ago
- Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer☆541Dec 10, 2021Updated 4 years ago
- State-of-the-Art Embeddings, Retrieval, and Reranking☆18,711May 21, 2026Updated last week
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆728Aug 29, 2022Updated 3 years ago
- BERT for Multitask Learning☆544Apr 12, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code associated with the Don't Stop Pretraining ACL 2020 paper☆542Nov 15, 2021Updated 4 years ago
- A PyTorch-based knowledge distillation toolkit for natural language processing☆1,700May 8, 2023Updated 3 years ago
- RoBERTa中文预训练模型: RoBERTa for Chinese☆2,788Jul 22, 2024Updated last year
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆299Feb 2, 2022Updated 4 years ago
- An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。☆1,385May 31, 2022Updated 3 years ago
- Source code of K-BERT (AAAI2020)☆985Jan 27, 2023Updated 3 years ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆535May 19, 2021Updated 5 years ago
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆288Dec 21, 2022Updated 3 years ago
- Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"☆1,420Jan 10, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- NEZHA: Neural Contextualized Representation for Chinese Language Understanding☆259Aug 13, 2021Updated 4 years ago
- The score code of FastBERT (ACL2020)☆608Oct 29, 2021Updated 4 years ago
- DeepIE: Deep Learning for Information Extraction☆1,941Dec 9, 2022Updated 3 years ago
- Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conve…☆4,245Aug 25, 2025Updated 9 months ago
- Data augmentation for NLP, presented at EMNLP 2019☆1,652Mar 19, 2023Updated 3 years ago
- keras implement of transformers for humans☆5,419Nov 11, 2024Updated last year
- Multi-Task Deep Neural Networks for Natural Language Understanding☆2,256Mar 7, 2024Updated 2 years ago
- 高质量中文预训练模型集合:最先进大模型、最快小模型、相似度专门模型☆812Jul 8, 2020Updated 5 years ago
- 中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。☆5,737Sep 23, 2020Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Pre-trained Chinese ELECTRA(中文ELECTRA预训练模型)☆1,437Apr 19, 2026Updated last month
- Adversarial Training for Natural Language Understanding☆252Sep 6, 2023Updated 2 years ago
- "Few-shot Text Classification with Distributional Signatures" ICLR 2020☆260Dec 17, 2020Updated 5 years ago
- The official repository for ERNIE 4.5 and ERNIEKit – its industrial-grade development toolkit based on PaddlePaddle.☆7,718Jan 4, 2026Updated 4 months ago
- Longformer: The Long-Document Transformer☆2,196Feb 8, 2023Updated 3 years ago
- For the code release of our arXiv paper "Revisiting Few-sample BERT Fine-tuning" (https://arxiv.org/abs/2006.05987).☆185Jun 12, 2023Updated 2 years ago
- BertViz: Visualize Attention in Transformer Models☆8,072Jan 8, 2026Updated 4 months ago