nlp

👩‍🏫 Advanced NLP with spaCy: A free online course

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

🧠 A curated list of awesome ChatGPT resources, including libraries, SDKs, APIs, and more. 🌟 Please consider supporting this project by giving it a star.

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Rasa Core is now part of the Rasa repo: An open source machine learning framework to automate text-and voice-based conversations

Beautiful visualizations of how language differs among document types.

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

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。

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)

Basic Utilities for PyTorch Natural Language Processing (NLP)

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

Official repository of the xLSTM.

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

Fast State-of-the-Art Static Embeddings

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

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

Deep Learning Chinese Word Segment