TheJason1997

ColossalAI

Making large AI models cheaper, faster and more accessible

kkndme_tianya

天涯 kkndme 神贴聊房价

nebullvm

Plug and play modules to optimize the performances of your AI systems 🚀

PromptPapers

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

bigdata_analyse

大数据分析项目

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

P-tuning-v2

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

nlpcda

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

transformer-deploy

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

BertSum

Code for paper Fine-tune BERT for Extractive Summarization

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

LM-BFF

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

DataAnalysisInAction

(Finished) Geek Time Data Analysis Practical 45 Lecture - Detailed notes containing markdown images mind map code data can be read directly code test

prodigy-recipes

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

SimCTG

[NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation

fastseq

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

TPlinker-joint-extraction

healthcaredatastandard

healthcare data standard in China

GlobalPointer_pytorch

全局指针统一处理嵌套与非嵌套NER的Pytorch实现

Dual-Contrastive-Learning

Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"

amazon-weak-ner-needle

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

toolkit4nlp

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

ERICA

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

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.

Partially-Observed-TreeCRFs

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

PairSCL

The source code of paper "PAIR-LEVEL SUPERVISED CONTRASTIVE LEARNING FOR NATURAL LANGUAGE INFERENCE" at ICASSP 2022.

MedicalChatBox

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

C2C-DA

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