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 Nov 7, 2026
• Python

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

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• Updated Oct 27, 2026
• Python

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

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• Updated Feb 6, 2026

all kinds of text classification models and more with deep learning

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• Updated Sep 28, 2023
• Python

Natural Language Processing Best Practices & Examples

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• Updated Aug 30, 2022
• Python

搜索所有中文NLP数据集，附常用英文NLP数据集

nlp qa sentiment-analysis text-classification match machine-translation text-similarity corpus knowledge-graph chinese text-summarization datasets ner machine-reading-comprehension

• Updated Nov 21, 2022
• Python

CNN-RNN中文文本分类，基于TensorFlow

text-classification tensorflow cnn classification rnn chinese tensorboard

• Updated Mar 31, 2024
• Python

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

text-classification transformers named-entity-recognition question-answering information-retrival conversational-ai

• Updated May 31, 2026
• Python

State of the Art Natural Language Processing

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• Updated Nov 11, 2026
• Scala

Snips Python library to extract meaning from text

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• Updated May 22, 2023
• Python

MTEB: State-of-the-art evaluation of embeddings across languages and modalities

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• Updated Nov 12, 2026
• Python

Accelerated deep learning R&D

python infrastructure machine-learning natural-language-processing information-retrieval research reinforcement-learning computer-vision deep-learning text-classification distributed-computing image-processing pytorch image-classification metric-learning recommender-system object-detection image-segmentation reproducibility text-segmentation

• Updated Jul 8, 2026
• Python

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

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• Updated Jun 5, 2023
• Python

The Python Code Tutorials

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• Updated Sep 30, 2026
• Jupyter Notebook

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

nlp reinforcement-learning text-classification transformers text-generation information-extraction text-matching

• Updated Sep 29, 2023
• Jupyter Notebook

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.

nlp machine-learning text-classification named-entity-recognition seq2seq transfer-learning ner bert sequence-labeling nlp-framework bert-model text-labeling gpt-2

• Updated Sep 3, 2024
• Python

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

nlp machine-learning deep-learning text-classification transformers pytorch transfer-learning pretrained-models knowledge-distillation bert text-to-image-synthesis fewshot-learning text-image-retrieval knowledge-pretraining

• Updated Nov 27, 2024
• Python

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

information-retrieval text-classification embeddings language-model text-embedding text-clustering text-semantic-similarity text-evaluation prompt-retrieval text-reranking

• Updated Jan 15, 2025
• Python

Text Classification Algorithms: A Survey

deep-learning random-forest text-classification recurrent-neural-networks naive-bayes-classifier dimensionality-reduction logistic-regression document-classification convolutional-neural-networks text-processing decision-trees boosting-algorithms support-vector-machines hierarchical-attention-networks nlp-machine-learning conditional-random-fields k-nearest-neighbours deep-belief-network rocchio-algorithm deep-neural-network

• Updated Apr 1, 2025
• Python

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

nlp text-classification keras embeddings transformer fasttext albert bert capsule han rcnn dcnn textcnn crnn dpcnn vdcnn charcnn xlnet keras-textclassification leam

• Updated Jun 17, 2024
• Python