Natural language processing

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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.

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huggingface /transformers

Star143k

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

python nlp machine-learning natural-language-processing deep-learning tensorflow pytorch transformer speech-recognition seq2seq flax pretrained-models language-models nlp-library language-model hacktoberfest bert jax pytorch-transformers model-hub

UpdatedApr 8, 2025
Python

infiniflow /ragflow

Star48.3k

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

nlp agent deep-learning chatbot pdf-to-text agents document-parser ai-search rag document-understanding text2sql table-structure-recognition llm chatgpt genai retrieval-augmented-generation ollama deepseek graphrag deepseek-r1

UpdatedApr 8, 2025
TypeScript

apachecn /ailearning

Star40.5k

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

python nlp svm scikit-learn sklearn regression logistic dnn lstm pca rnn deeplearning kmeans adaboost apriori fp-growth svd naivebayes mahchine-leaning recommendedsystem

UpdatedNov 12, 2024
Python

google-research /bert

Star39k

TensorFlow code and pre-trained models for BERT

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

UpdatedJul 23, 2024
Python

microsoft /AI-For-Beginners

Star36.9k

12 Weeks, 24 Lessons, AI for All!

nlp machine-learning ai computer-vision deep-learning cnn artificial-intelligence gan rnn microsoft-for-beginners

UpdatedMar 11, 2025
Jupyter Notebook

hankcs /HanLP

Star34.8k

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

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

UpdatedJan 15, 2025
Python

explosion /spaCy

Star31.3k

💫 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

UpdatedApr 5, 2025
Python

stanford-oval /storm

Star23.8k

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 deep-research

UpdatedJan 23, 2025
Python

ashishpatel26 /500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

Star22.9k

500 AI Machine learning Deep learning Computer vision NLP Projects with code

python nlp data-science machine-learning awesome computer-vision deep-learning artificial-intelligence nlp-projects machine-learning-projects artificial-intelligence-projects computer-vision-project deep-learning-project

UpdatedJul 26, 2024

microsoft /unilm

Star21k

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

nlp kosmos deepnet multimodal bitnet pre-trained-model unilm minilm layoutlm beit document-ai layoutxlm trocr foundation-models llm beit-3 xlm-e mllm kosmos-1 textdiffuser

UpdatedMar 4, 2025
Python

deepset-ai /haystack

Star20.2k

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.

python nlp machine-learning information-retrieval ai transformers pytorch question-answering summarization language-model agents semantic-search squad bert rag large-language-models llm generative-ai chatgpt retrieval-augmented-generation

UpdatedApr 8, 2025
Python

huggingface /datasets

Star20k

🤗 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

UpdatedMar 28, 2025
Python

RasaHQ /rasa

Star19.9k

💬 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