nlp
Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced results in the fields of language modeling, parsing, and natural-language tasks.
Repositories (1261)
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可
中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com
Models, data loaders and abstractions for language processing, powered by PyTorch
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs...
A Code-First Introduction to NLP course
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
An unnecessarily tiny implementation of GPT-2 in NumPy.
快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。
搜索所有中文NLP数据集，附常用英文NLP数据集
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
:pencil: A syntax-aware linter for prose built with speed and extensibility in mind.
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master...
Repo for BenTsao [original name: HuaTuo (华驼)], Llama-7B tuned with Chinese medical knowledge. 本草（原名：华驼）模型仓库，基于中文医学知识的LLaMA模...
Module for automatic summarization of text documents and HTML pages.
The Hugging Face course on Transformers
Sparsity-aware deep learning inference runtime for CPUs
Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star
:book: A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction.
Natural Language Processing Tasks and References
Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Deep Learning and deep reinforcement learning research papers and some codes
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
Toolkit for creating, sharing and using natural language prompts.
Text preprocessing, representation and visualization from zero to hero.
A Repo For Document AI
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
✨Fast Coreference Resolution in spaCy with Neural Networks
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
Lingvo
🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code
GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)
A library for debugging/inspecting machine learning classifiers and explaining their predictions
A Unified Library for Parameter-Efficient and Modular Transfer Learning
LLM Chain for answering questions from documents with citations
aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)
Go efficient multilingual NLP and text segmentation; support English, Chinese, Japanese and others.
A Toolkit for Industrial Topic Modeling
The pluggable natural language linter for text and markdown.
AFINN-based sentiment analysis for Node.js.
A curated list of resources dedicated to open source GitHub repositories related to ChatGPT and OpenAI API
NLP made easy
Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合
Summaries of machine learning papers
兜哥出品 <一本开源的NLP入门书籍>
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2...
中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc