wjn1996

EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

KP-PLM

（Accepted By EMNLP2022 main long）Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding

ConvE

Convolutional 2D Knowledge Graph Embeddings resources

KEPLER

Source code for TACL paper "KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation".

OpenKE

An Open-Source Package for Knowledge Embedding (KE)

CodeAttention

CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure, EMNLP 2022

FlagAI

FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use and extensible toolkit for large-scale model.

Chain-of-ThoughtsPapers

A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

plm-nlp-code

mengzi-zero-shot

NLU & NLG (zero-shot) depend on mengzi-t5-base-mt pretrained model

MixText

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

LEBERT-NER-Chinese

基于词汇信息融合的中文NER模型

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

CLUE

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Fengshenbang-LM

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。

CONTaiNER

Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"

RE_improved_baseline

Code for paper "An Improved Baseline for Sentence-level Relation Extraction", AACL-IJCNLP 2022

MLAPP_CN_CODE

《Machine Learning: A Probabilistic Perspective》（Kevin P. Murphy）中文翻译和书中算法的Python实现。

TransPrompt

（Accepted By EMNLP2021 main long）TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification

NLPer-Arsenal

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

Medical_NLP

Medical NLP Competition, dataset, large models, paper

CTCResources

splinter

WiKN

WiKN社区——让知识互动起来

RI-Net

PCNN_RL_HME

scrapy_for_zh_wiki

基于scrapy的层次优先队列方法爬取中文维基百科，并自动抽取结构和半结构数据

QANet-PyTorch

Re-implement "QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension"

HanLP

中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理