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 (1462)
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
we want to create a repo to illustrate usage of transformers in chinese
Sparsity-aware deep learning inference runtime for CPUs
A Repo For Document AI
textlint is the pluggable linter for natural language text.
:book: A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction.
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
Become a cracked AI/ML Research Engineer
Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集
深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、TensorFlow、PyTorch
Natural Language Processing Tasks and References
GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)
Toolkit for creating, sharing and using natural language prompts.
Deep Learning and deep reinforcement learning research papers and some codes
Must-read Papers on LLM Agents.
A curated list of resources dedicated to open source GitHub repositories related to ChatGPT, OpenAI API, and Codex
C++ implementation of ChatGLM-6B & ChatGLM2-6B & ChatGLM3 & GLM4(V)
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
Text preprocessing, representation and visualization from zero to hero.
✨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
aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)
A Unified Library for Parameter-Efficient and Modular Transfer Learning
Go efficient multilingual NLP and text segmentation; support English, Chinese, Japanese and others.
A library for debugging/inspecting machine learning classifiers and explaining their predictions
LLM Chain for answering questions from documents with citations
Efficient few-shot learning with Sentence Transformers
AFINN-based sentiment analysis for Node.js.
A Toolkit for Industrial Topic Modeling
A curated list of medical LLMs, multimodal systems, datasets, benchmarks, and more. 🏥
文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法
该仓库主要记录 NLP 算法工程师相关的面试题
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
收集和梳理垂直领域的开源模型、数据集及评测基准。
NLP made easy
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...
Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCod...
The Self-Coding System for Your App — Alan AI SDK for Web
news-please - an integrated web crawler and information extractor for news that just works
Datasets, tools, and benchmarks for representation learning of code.
👩🏫 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.
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, et...
A modular RL library to fine-tune language models to human preferences