nlp

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

TigerBot: A multi-language multi-task LLM

Multi-Task Deep Neural Networks for Natural Language Understanding

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

Official repository of the xLSTM.

Fast State-of-the-Art Static Embeddings

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

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

An on-premises, OCR-free unstructured data extraction, markdown conversion and benchmarking toolkit. (https://idp-leaderboard.org/)

A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).

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

A comprehensive reference for all topics related to Natural Language Processing

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

ContextGem: Effortless LLM extraction from documents

A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.

A full spaCy pipeline and models for scientific/biomedical documents.

中文羊驼大模型三期项目 (Chinese Llama-3 LLMs) developed from Meta Llama 3

🌸 Learn Japanese grammar with TypeScript

💫 Models for the spaCy Natural Language Processing (NLP) library

Transformers 库快速入门教程

A curated list of Knowledge Graph related learning materials, databases, tools and other resources

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

[ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling

Self-contained Machine Learning and Natural Language Processing library in Go

NLTK Data

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Underthesea - AI Assistant

Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, date/time, etc. in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI, NL. Partial support for JA, KO, AR, SV). Packages available at: https://www.nuget.org/profiles/Recognizers.Text, https://www.npmjs.com/~recognizers.text