text-classification

There are 94 repositories under text-classification topic.

HanLP
hankcs / HanLP
Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification
dependency-parser hanlp named-entity-recognition natural-language-processing nlp pos-tagging semantic-parsing text-classification
Language:Python 32266
explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
natural-language-processing data-science machine-learning python cython nlp artificial-intelligence ai spacy nlp-library neural-network neural-networks deep-learning named-entity-recognition entity-linking text-classification tokenization
Language:Python 28688
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 nlp bert language-model wiki news question-answering chinese corpus chinese-nlp dataset text-classification
9129
brightmart / text_classification
all kinds of text classification models and more with deep learning
attention-mechanism classification convolutional-neural-networks fasttext memory-networks multi-class multi-label nlp sentence-classification tensorflow text-classification textcnn textrnn
Language:Python 7738
microsoft / nlp-recipes
Natural Language Processing Best Practices & Examples
nlp natural-language-processing natural-language-understanding text deep-learning azure-ml nlu nli natural-language-inference mlflow machine-learning natural-language pretrained-models sota transfomer text-classification best-practices
Language:Python 6329
gaussic / text-classification-cnn-rnn
CNN-RNN中文文本分类，基于TensorFlow
chinese classification cnn rnn tensorboard tensorflow text-classification
Language:Python 4065
simpletransformers
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
Language:Python 3977
snipsco / snips-nlu
Snips Python library to extract meaning from text
nlp nlu python machine-learning text-classification intent-classification ner named-entity-recognition slot-filling intent-parser information-extraction snips machine-learning-library chatbot bot ml
Language:Python 3861
CLUEbenchmark / CLUEDatasetSearch
搜索所有中文NLP数据集，附常用英文NLP数据集
chinese corpus datasets knowledge-graph machine-reading-comprehension machine-translation match ner nlp qa sentiment-analysis text-classification text-similarity text-summarization
Language:Python 3859
spark-nlp
JohnSnowLabs / spark-nlp
State of the Art Natural Language Processing
nlp natural-language-processing spark pyspark named-entity-recognition sentiment-analysis lemmatizer spell-checker entity-extraction part-of-speech-tagger bert transformers albert tensorflow language-detection machine-translation text-classification language-model llm question-answering
Language:Scala 3669
catalyst-team / catalyst
Accelerated deep learning R&D
deep-learning reinforcement-learning machine-learning computer-vision pytorch python distributed-computing infrastructure research reproducibility image-processing image-classification image-segmentation object-detection natural-language-processing text-classification text-segmentation information-retrieval recommender-system metric-learning
Language:Python 3222
fastnlp / fastNLP
fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.
natural-language-processing deep-learning nlp-library nlp-parsing chinese-nlp text-classification text-processing
Language:Python 3030
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.
nlp sequence-labeling text-classification bert-model ner machine-learning nlp-framework named-entity-recognition gpt-2 transfer-learning seq2seq bert text-labeling
Language:Python 2376
x4nth055 / pythoncode-tutorials
The Python Code Tutorials
python python3 scapy ethical-hacking network-programming network-security network-analysis python-tutorials tutorials scapy-tutorials machine-learning text-classification socket-programming face-detection computer-vision programming-tutorial natural-language-processing web-scraping
Language:Jupyter Notebook 1994
EasyNLP
alibaba / EasyNLP
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
bert deep-learning fewshot-learning knowledge-distillation knowledge-pretraining machine-learning nlp pretrained-models pytorch text-classification text-image-retrieval text-to-image-synthesis transfer-learning transformers
Language:Python 1941
HarderThenHarder / transformers_tasks
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
information-extraction nlp reinforcement-learning text-classification text-generation text-matching transformers
Language:Jupyter Notebook 1941
kk7nc / Text_Classification
Text Classification Algorithms: A Survey
text-classification nlp-machine-learning 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 conditional-random-fields deep-learning deep-neural-network recurrent-neural-networks convolutional-neural-networks deep-belief-network hierarchical-attention-networks
Language:Python 1777
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 dcnn charcnn bert nlp textcnn fasttext dpcnn embeddings capsule vdcnn crnn han xlnet albert keras-textclassification leam transformer
Language:Python 1702
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-evaluation text-semantic-similarity prompt-retrieval text-reranking
Language:Python 1692
text-analytics-with-python
dipanjanS / text-analytics-with-python
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
text-analytics text-summarization text-classification python natural-language natural-language-processing clustering sentiment semantic sentiment-analysis nltk stanford-nlp spacy pattern scikit-learn gensim
Language:Jupyter Notebook 1621
Delta-ML / delta
DELTA is a deep learning based natural language and speech processing platform.
nlp deep-learning tensorflow speech sequence-to-sequence seq2seq speech-recognition text-classification speaker-verification nlu text-generation emotion-recognition tensorflow-serving tensorflow-lite inference asr serving front-end custom-ops ops
Language:Python 1584
jasonwei20 / eda_nlp
Data augmentation for NLP, presented at EMNLP 2019
nlp data-augmentation text-classification synonyms embeddings sentence classification rnn cnn swap position
Language:Python 1546
yongzhuo / nlp_xiaojiang
自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification），实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用
chatbot feature data-augmentation text-augment enhance chinese nlp distance bert xlnet text-classification
Language:Python 1510
bfelbo / DeepMoji
State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.
ai deep-learning keras machine-learning natural-language-processing neural-networks nlp python sentiment-analysis tensorflow text-classification
Language:Python 1492
microsoft / NeuronBlocks
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
question-answering deep-learning pytorch natural-language-processing text-classification artificial-intelligence dnn qna text-matching knowledge-distillation model-compression sequence-labeling
Language:Python 1439
refinery
code-kern-ai / refinery
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
active-learning annotations artificial-intelligence data-centric-ai data-labeling data-science deep-learning human-in-the-loop labeling labeling-tool machine-learning natural-language-processing neural-search nlp python spacy supervised-learning text-annotation text-classification transformers
Language:Python 1360
lyeoni / nlp-tutorial
A list of NLP(Natural Language Processing) tutorials
natural-language-processing neural-machine-translation nlp nlp-tutorial sentiment-classification text-classification
Language:Jupyter Notebook 1360
embeddings-benchmark / mteb
MTEB: Massive Text Embedding Benchmark
benchmark clustering information-retrieval sentence-transformers sts text-embedding retrieval neural-search semantic-search sbert sgpt text-classification bitext-mining reranking multilingual-nlp
Language:Python 1335
yao8839836 / text_gcn
Graph Convolutional Networks for Text Classification. AAAI 2019
deep-learning graph-convolutional-networks nlp text-classification
Language:Python 1335
zhanlaoban / EDA_NLP_for_Chinese
An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。
eda data-augmentation chinese-data-augmentation chinese easy-data-augmentation text-classification
Language:Python 1307
charlesXu86 / Chatbot_CN
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
deep-learning chatbot-cn tenserflow-serving intent-detection django-restful reinforcement-learning knowledge-graph slot-filling dialogue-systems ir oriented-dialogs sentiment-analysis tensorflow ner nlu nlg attention-mechanism text-correct text-classification recommendation
1264
920232796 / bert_seq2seq
pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。
autotitle bert crf gpt2 ner pytorch roberta seq2seq t5-model text-classification unilm
Language:Python 1254
Hello-SimpleAI / chatgpt-comparison-detection
Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥
ai chatbot chatgpt dataset nlp openai text-classification python gpt2 gpt3 gpt-3 ml machine-learning deep-learning
Language:Python 1189
Tongjilibo / bert4torch
An elegent pytorch implement of transformers
bert nlp pytorch bert4keras named-entity-recognition relation-extraction seq2seq text-classification transformers bert4torch belle chatglm llama llm large-language-models
Language:Python 1118
nlp-in-practice
kavgan / nlp-in-practice
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
gensim machine-learning natural-language-processing nlp text-classification text-mining tf-idf word2vec
Language:Jupyter Notebook 1115
obsei
obsei / obsei
Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .
artificial-intelligence natural-language-processing sentiment-analysis workflow social-network-analysis customer-engagement text-analysis text-analytics python nlp issue-tracking-system customer-support lowcode text-classification anonymization low-code business-process-automation workflow-automation process-automation social-listening
Language:Python 1073