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Natural language processing

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.

Here are 12,075 public repositories matching this topic...

transformers

huggingface / transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Updated Dec 13, 2024
Python

apachecn / ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Updated Nov 12, 2024
Python

google-research / bert

TensorFlow code and pre-trained models for BERT

nlp natural-language-processing google tensorflow natural-language-understanding

Updated Jul 23, 2024
Python

HanLP

hankcs / HanLP

中文分词词性标注命名实体识别依存句法分析成分句法分析语义依存分析语义角色标注指代消解风格转换语义相似度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

nlp natural-language-processing text-classification hanlp named-entity-recognition dependency-parser pos-tagging semantic-parsing

Updated Dec 7, 2024
Python

explosion / spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

python nlp data-science machine-learning natural-language-processing ai deep-learning neural-network text-classification cython artificial-intelligence spacy named-entity-recognition neural-networks nlp-library tokenization entity-linking

Updated Dec 13, 2024
Python

infiniflow / ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

Updated Dec 13, 2024
Python

microsoft / unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Updated Dec 12, 2024
Python

datasets

huggingface / datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

nlp machine-learning natural-language-processing computer-vision deep-learning tensorflow numpy speech pandas pytorch datasets hacktoberfest

Updated Dec 10, 2024
Python

rasa

RasaHQ / rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Updated Dec 12, 2024
Python

Chinese-LLaMA-Alpaca

ymcui / Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

nlp llama lora quantization alpaca plm pre-trained-language-models large-language-models llm llama-2 alpaca-2

Updated Apr 30, 2024
Python

haystack

deepset-ai / haystack

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

Updated Dec 12, 2024
Python

gensim

piskvorky / gensim

Topic Modelling for Humans

python nlp data-science machine-learning natural-language-processing information-retrieval data-mining neural-network word2vec word-embeddings topic-modeling gensim fasttext document-similarity word-similarity

Updated Sep 1, 2024
Python

flairNLP / flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

nlp machine-learning natural-language-processing word-embeddings pytorch named-entity-recognition sequence-labeling semantic-role-labeling

Updated Dec 12, 2024
Python

nltk / nltk

NLTK Source

python nlp machine-learning natural-language-processing nltk

Updated Nov 11, 2024
Python

storm

stanford-oval / storm

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

nlp naacl report-generation knowledge-curation large-language-models retrieval-augmented-generation agentic-rag emnlp2024

Updated Dec 11, 2024
Python

PaddleHub

PaddlePaddle / PaddleHub

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)【安全加固，暂停交互，请耐心等待】

nlp awesome deep-learning model vision text2image

Updated Aug 7, 2024
Python

PaddleNLP

PaddlePaddle / 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.

nlp search-engine compression sentiment-analysis transformers information-extraction question-answering llama pretrained-models embedding bert semantic-analysis distributed-training ernie neural-search uie document-intelligence paddlenlp llm

Updated Dec 13, 2024
Python

allenai / allennlp

An open-source NLP research library, built on PyTorch.

python nlp data-science natural-language-processing deep-learning pytorch

Updated Nov 22, 2022
Python

chiphuyen / stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

python nlp machine-learning natural-language-processing tutorial deep-learning course-materials tensorflow chatbot stanford

Updated Dec 22, 2020
Python

ymcui / Chinese-BERT-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

nlp tensorflow pytorch bert rbt roberta chinese-bert bert-wwm bert-wwm-ext roberta-wwm

Updated Jul 31, 2023
Python

Created by Alan Turing

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