TheJason1997

transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

SMedBERT

SMedBERT: A Knowledge-Enhanced Pre-trained Language Model withStructured Semantics for Medical Text Mining

ElasticBERT

A pre-trained model with multi-exit transformer architecture.

P-tuning-v2

An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks

healthcaredatastandard

healthcare data standard in China

PromptPapers

Must-read papers on prompt-based tuning for pre-trained language models.

amazon-weak-ner-needle

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

Partially-Observed-TreeCRFs

Implementation of AAAI 21 paper: Nested Named Entity Recognition with Partially Observed TreeCRFs

LM-BFF

[ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

TPlinker-joint-extraction

ERICA

Source code for ACL 2021 paper "ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning"

DeepNER

天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

PURE

[NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812

toolkit4nlp

transformers implement (architecture, task example, serving and more)

MedicalChatBox

The data and codes for the baseline setting of medical chatbox.

fastseq

An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pdf/2106.04718.pdf

C2C-DA

Code for the AAAI-2021 paper: C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling

nlpcda

一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda

t5-pegasus

中文生成式预训练模型

t5-pegasus-pytorch

AliceMind

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

LEBERT

Code for the ACL2021 paper "Lexicon Enhanced Chinese Sequence Labelling Using BERT Adapter"

ccks-2020

CCKS 2020：新冠知识图谱构建与问答评测（四）新冠知识图谱问答评测

chinese-chatbot-corpus

中文公开聊天语料库

PyTorch_BERT_Biaffine_NER

论文复现《Named Entity Recognition as Dependency Parsing》

SimCSE

[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

diseaseBERT

Code and dataset of EMNLP 2020 paper "Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition"

coco-lm-pytorch

Implementation of COCO-LM, Correcting and Contrasting Text Sequences for Language Model Pretraining, in Pytorch

daga

Data Augmentation with a Generation Approach for Low-resource Tagging Tasks