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text-classification

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Wikipedia

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

自然语言处理 hanlp pos-tagging dependency-parser text-classification named-entity-recognition semantic-parsing

Python

35707

10796

24 天前

explosion / spaCy

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

自然语言处理数据科学机器学习 Python cython 人工智能 spaCy nlp-library 神经网络 neural-networks 深度学习 named-entity-recognition Entity resolution text-classification tokenization

Python

32583

4589

4 个月前

brightmart / nlp_chinese_corpus

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

chinese-dataset chinese-corpus pretrain word2vec 自然语言处理 bert language-model Wiki news question-answering chinese corpus chinese-nlp dataset text-classification

9784

1564

1 个月前

brightmart / text_classification

all kinds of text classification models and more with deep learning

classification 自然语言处理 fasttext textcnn textrnn Tensorflow multi-label multi-class attention-mechanism text-classification convolutional-neural-networks sentence-classification

Python

7940

2559

2 年前

microsoft / nlp-recipes

Natural Language Processing Best Practices & Examples

自然语言处理 natural-language-understanding text 深度学习 azure-ml nlu nli natural-language-inference mlflow 机器学习 natural-language pretrained-models sota text-classification best-practices

Python

6434

918

3 年前

CLUEbenchmark / CLUEDatasetSearch

搜索所有中文NLP数据集，附常用英文NLP数据集

自然语言处理 datasets chinese ner qa match text-classification machine-translation knowledge-graph corpus sentiment-analysis text-similarity

Python

4373

627

3 年前

gaussic / text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

Tensorflow cnn text-classification chinese classification rnn tensorboard

Python

4250

1462

2 年前

ThilinaRajapakse / simpletransformers

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

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

Python

4215

728

1 个月前

JohnSnowLabs / spark-nlp

State of the Art Natural Language Processing

自然语言处理 Apache Spark pyspark named-entity-recognition sentiment-analysis lemmatizer spell-checker entity-extraction part-of-speech-tagger bert transformers Tensorflow language-detection machine-translation text-classification 大语言模型 question-answering llamacpp onnx

Scala

4052

732

2 天前

snipsco / snips-nlu

Snips Python library to extract meaning from text

自然语言处理 nlu Python 机器学习 text-classification intent-classification ner named-entity-recognition slot-filling intent-parser information-extraction 聊天机器人 Bot

Python

3940

512

2 年前

fastnlp / fastNLP

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

自然语言处理深度学习 nlp-library nlp-parsing chinese-nlp text-classification text-processing

Python

3139

449

2 年前

x4nth055 / pythoncode-tutorials

The Python Code Tutorials

Python Scapy ethical-hacking network-programming network-security network-analysis python-tutorials 教程机器学习 text-classification socket-programming face-detection 机器视觉 programming-tutorial 自然语言处理 web-scraping

Jupyter Notebook

2915

1992

6 天前

embeddings-benchmark / mteb

MTEB: Massive Text Embedding Benchmark

benchmark clustering information-retrieval sentence-transformers sts text-embedding retrieval neural-search semantic-search sbert text-classification reranking

Python

2876

475

8 小时前

BrikerMan / Kashgari

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.

自然语言处理 sequence-labeling text-classification bert-model ner 机器学习 nlp-framework named-entity-recognition gpt-2 transfer-learning seq2seq bert text-labeling

Python

2387

433

1 年前

HarderThenHarder / transformers_tasks

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

自然语言处理 text-classification text-matching information-extraction reinforcement-learning transformers text-generation

Jupyter Notebook

2386

406

2 年前

alibaba / EasyNLP

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

transformers bert 自然语言处理 pretrained-models 深度学习 PyTorch fewshot-learning knowledge-distillation knowledge-pretraining text-image-retrieval text-to-image-synthesis 机器学习 text-classification transfer-learning

Python

2169

257

10 个月前

xlang-ai / instructor-embedding

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

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

Python

2010

154

9 个月前

kk7nc / Text_Classification

Text Classification Algorithms: A Survey

text-classification 自然语言处理 document-classification text-processing dimensionality-reduction rocchio-algorithm boosting-algorithms logistic-regression naive-bayes-classifier k-nearest-neighbours support-vector-machines decision-trees random-forest 深度学习深度神经网络 recurrent-neural-networks convolutional-neural-networks

Python

1821

543

6 个月前

yongzhuo / Keras-TextClassification

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

text-classification Keras rcnn bert 自然语言处理 textcnn fasttext embeddings capsule vdcnn crnn han xlnet albert transformer

Python

1811

403

1 年前