Topic: text-classification Goto Github

👇 Here are 3572 public repositories matching this topic...

920232796 / bert_seq2seq
text-classification,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。
User: 920232796
bert seq2seq ner crf text-classification unilm pytorch roberta autotitle gpt2

alibaba / easynlp
text-classification,EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
Organization: alibaba
transformers bert nlp pretrained-models deep-learning pytorch fewshot-learning knowledge-distillation knowledge-pretraining text-image-retrieval

bfelbo / deepmoji
text-classification,State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.
User: bfelbo
Home Page: https://deepmoji.mit.edu/
machine-learning deep-learning natural-language-processing python ai keras neural-networks nlp sentiment-analysis tensorflow text-classification

brightmart / bert_language_understanding
text-classification,Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
User: brightmart
attention-is-all-you-need bert-model document-classification fasttext language-model language-understanding nlp pre-training question-answering self-attention text-classification textcnn transfer-learning transformer-encoder

brightmart / nlp_chinese_corpus
text-classification,大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
User: brightmart
chinese-dataset chinese-corpus pretrain word2vec nlp bert language-model wiki news question-answering

brightmart / text_classification
text-classification,all kinds of text classification models and more with deep learning
User: brightmart
classification nlp fasttext textcnn textrnn tensorflow multi-label multi-class attention-mechanism text-classification

brikerman / kashgari
text-classification,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.
User: brikerman
Home Page: http://kashgari.readthedocs.io/
nlp sequence-labeling text-classification bert-model ner machine-learning nlp-framework named-entity-recognition gpt-2 transfer-learning

catalyst-team / catalyst
text-classification,Accelerated deep learning R&D
Organization: catalyst-team
Home Page: https://catalyst-team.com
deep-learning reinforcement-learning machine-learning computer-vision pytorch python distributed-computing infrastructure research reproducibility

charlesxu86 / chatbot_cn
text-classification,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
User: charlesxu86
deep-learning chatbot-cn tenserflow-serving intent-detection django-restful reinforcement-learning knowledge-graph slot-filling dialogue-systems ir

cluebenchmark / cluedatasetsearch
text-classification,搜索所有中文NLP数据集，附常用英文NLP数据集
Organization: cluebenchmark
Home Page: https://www.cluebenchmarks.com/dataSet_search.html
chinese corpus datasets knowledge-graph machine-reading-comprehension machine-translation match ner nlp qa sentiment-analysis text-classification text-similarity text-summarization

cluebenchmark / cluepretrainedmodels
text-classification,高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型
Organization: cluebenchmark
Home Page: https://arxiv.org/abs/2003.01355
pretrained-models chinese bert roberta albert sentence-classification sentence-pairs semantic-similarity sentence-analysis text-classification

code-kern-ai / refinery
text-classification,The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
Organization: code-kern-ai
Home Page: https://www.kern.ai
annotations data-centric-ai data-labeling deep-learning labeling labeling-tool machine-learning natural-language-processing neural-search nlp

delta-ml / delta
text-classification,DELTA is a deep learning based natural language and speech processing platform.
Organization: delta-ml
Home Page: https://delta-didi.readthedocs.io/
nlp deep-learning tensorflow speech sequence-to-sequence seq2seq speech-recognition text-classification speaker-verification nlu

dipanjans / text-analytics-with-python
text-classification,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.
User: dipanjans
text-analytics text-summarization text-classification python natural-language natural-language-processing clustering sentiment semantic sentiment-analysis

embeddings-benchmark / mteb
text-classification,MTEB: Massive Text Embedding Benchmark
Organization: embeddings-benchmark
Home Page: https://arxiv.org/abs/2210.07316
benchmark clustering information-retrieval sentence-transformers sts text-embedding retrieval neural-search semantic-search sbert

explosion / spacy
text-classification,💫 Industrial-strength Natural Language Processing (NLP) in Python
Organization: explosion
Home Page: https://spacy.io
natural-language-processing data-science machine-learning python cython nlp artificial-intelligence ai spacy nlp-library

explosion / spacy-llm
text-classification,🦙 Integrating LLMs into structured NLP pipelines
Organization: explosion
Home Page: https://spacy.io/usage/large-language-models
large-language-models llm openai spacy dolly gpt-3 gpt-4 machine-learning named-entity-recognition natural-language-processing nlp text-classification prompt-engineering anthropic claude cohere falcon llama

explosion / spacy-streamlit
text-classification,👑 spaCy building blocks and visualizers for Streamlit apps
Organization: explosion
Home Page: https://share.streamlit.io/ines/spacy-streamlit-demo/master/app.py
spacy nlp natural-language-processing visualizers dependency-parsing part-of-speech-tagging named-entity-recognition ner streamlit visualizer text-classification word-vectors tokenization machine-learning

fastnlp / fastnlp
text-classification,fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.
Organization: fastnlp
Home Page: https://gitee.com/fastnlp/fastNLP
natural-language-processing deep-learning nlp-library nlp-parsing chinese-nlp text-classification text-processing

gaussic / text-classification-cnn-rnn
text-classification,CNN-RNN中文文本分类，基于TensorFlow
User: gaussic
tensorflow cnn text-classification chinese classification rnn tensorboard

greyblake / whatlang-rs
text-classification,Natural language detection library for Rust. Try demo online: https://whatlang.org/
User: greyblake
Home Page: https://whatlang.org/
language rust nlp text-analysis text-classification classifier ai detect-language language-recognition whatlang

hankcs / hanlp
text-classification,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
User: hankcs
Home Page: https://hanlp.hankcs.com/
nlp natural-language-processing hanlp pos-tagging dependency-parser text-classification named-entity-recognition semantic-parsing

harderthenharder / transformers_tasks
text-classification,⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
User: harderthenharder
Home Page: https://www.zhihu.com/column/c_1451236880973426688
nlp text-classification text-matching information-extraction reinforcement-learning transformers text-generation

hello-simpleai / chatgpt-comparison-detection
text-classification,Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥
Organization: hello-simpleai
Home Page: https://arxiv.org/abs/2301.07597
ai chatbot chatgpt dataset deep-learning gpt-3 gpt2 gpt3 machine-learning ml nlp openai python text-classification

jasonwei20 / eda_nlp
text-classification,Data augmentation for NLP, presented at EMNLP 2019
User: jasonwei20
Home Page: https://arxiv.org/abs/1901.11196
nlp data-augmentation text-classification synonyms embeddings sentence classification rnn cnn swap

johnsnowlabs / nlu
text-classification,1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
Organization: johnsnowlabs
nlu natural-language-understanding sentiment-classifier text-classification transformers language-detection named-entity-recognition seq2seq t5 lemmatizer

johnsnowlabs / spark-nlp
text-classification,State of the Art Natural Language Processing
Organization: johnsnowlabs
Home Page: https://sparknlp.org/
nlp natural-language-processing spark pyspark named-entity-recognition sentiment-analysis lemmatizer spell-checker entity-extraction part-of-speech-tagger

kavgan / nlp-in-practice
text-classification,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.
User: kavgan
Home Page: http://kavita-ganesan.com/kavitas-tutorials/#.WvIizNMvyog
nlp natural-language-processing word2vec text-classification gensim tf-idf machine-learning text-mining

kk7nc / text_classification
text-classification,Text Classification Algorithms: A Survey
User: kk7nc
text-classification nlp-machine-learning document-classification text-processing dimensionality-reduction rocchio-algorithm boosting-algorithms logistic-regression naive-bayes-classifier k-nearest-neighbours

lonepatient / bert-multi-label-text-classification
text-classification,This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
User: lonepatient
albert bert fine-tuning multi-label-classification nlp pytorch pytorch-implmention text-classification transformers xlnet

lyeoni / nlp-tutorial
text-classification,A list of NLP(Natural Language Processing) tutorials
User: lyeoni
nlp natural-language-processing nlp-tutorial neural-machine-translation text-classification sentiment-classification

microsoft / neuronblocks
text-classification,NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
Organization: microsoft
question-answering deep-learning pytorch natural-language-processing text-classification artificial-intelligence dnn qna text-matching knowledge-distillation

microsoft / nlp-recipes
text-classification,Natural Language Processing Best Practices & Examples
Organization: microsoft
nlp natural-language-processing natural-language-understanding text deep-learning azure-ml nlu nli natural-language-inference mlflow

obsei / obsei
text-classification,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 .
Organization: obsei
Home Page: https://obsei.com/
artificial-intelligence natural-language-processing sentiment-analysis workflow social-network-analysis customer-engagement text-analysis text-analytics python nlp

prakashpandey9 / text-classification-pytorch
text-classification,Text classification using deep learning models in Pytorch
User: prakashpandey9
pytorch text-classification sentiment-classification lstm-model attention-model self-attention rnn-model glove

richliao / textclassifier
text-classification,Text classifier for Hierarchical Attention Networks for Document Classification
User: richliao
text-classification hierarchical-attention-networks attention-mechanism recurrent-neural-networks convolutional-neural-networks

rodrigopivi / chatito
text-classification,🎯🗯 Dataset generation for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!
User: rodrigopivi
Home Page: https://rodrigopivi.github.io/Chatito/
chatbot chatbots chatito dataset dataset-generation named-entity-recognition nlg nlp nlu text-classification

shawnyxiao / textclassification-keras
text-classification,Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
User: shawnyxiao
text-classification nlp keras fasttext textcnn textrnn han rcnn

smilelight / lightnlp
text-classification,基于Pytorch和torchtext的自然语言处理深度学习框架。
User: smilelight
nlp pytorch torchtext srl deep-learning cws pos relation-extraction dependency-parsing sentence-similarity

snipsco / snips-nlu
text-classification,Snips Python library to extract meaning from text
Organization: snipsco
Home Page: https://snips-nlu.readthedocs.io
nlp nlu python machine-learning text-classification intent-classification ner named-entity-recognition slot-filling intent-parser

styfeng / dataaug4nlp
text-classification,Collection of papers and resources for data augmentation for NLP.
User: styfeng
Home Page: https://arxiv.org/abs/2105.03075
data-augmentation text-classification acl2021 natural-language-processing machine-learning artificial-intelligence deep-learning survey survey-paper transformers

thilinarajapakse / simpletransformers
text-classification,Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
User: thilinarajapakse
Home Page: https://simpletransformers.ai/
transformers text-classification named-entity-recognition question-answering conversational-ai information-retrival

tongjilibo / bert4torch
text-classification,An elegent pytorch implement of transformers
User: tongjilibo
Home Page: https://bert4torch.readthedocs.io/
bert nlp pytorch bert4keras named-entity-recognition relation-extraction seq2seq text-classification transformers bert4torch

wikipedia2vec / wikipedia2vec
text-classification,A tool for learning vector representations of words and entities from Wikipedia
Organization: wikipedia2vec
Home Page: http://wikipedia2vec.github.io/
wikipedia python embeddings natural-language-processing nlp text-classification

x4nth055 / pythoncode-tutorials
text-classification,The Python Code Tutorials
User: x4nth055
Home Page: https://www.thepythoncode.com
computer-vision ethical-hacking face-detection machine-learning natural-language-processing network-analysis network-programming network-security programming-tutorial python python-tutorials python3 scapy scapy-tutorials socket-programming text-classification tutorials web-scraping

xlang-ai / instructor-embedding
text-classification,[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
Organization: xlang-ai
embeddings information-retrieval language-model text-classification text-clustering text-embedding text-evaluation text-semantic-similarity prompt-retrieval text-reranking

yao8839836 / text_gcn
text-classification,Graph Convolutional Networks for Text Classification. AAAI 2019
User: yao8839836
deep-learning nlp text-classification graph-convolutional-networks

yongzhuo / keras-textclassification
text-classification,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
User: yongzhuo
Home Page: https://blog.csdn.net/rensihui
text-classification keras rcnn dcnn charcnn bert nlp textcnn fasttext dpcnn

yongzhuo / nlp_xiaojiang
text-classification,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
User: yongzhuo
Home Page: https://blog.csdn.net/rensihui
chatbot feature data-augmentation text-augment enhance chinese nlp distance bert xlnet

zhanlaoban / eda_nlp_for_chinese
text-classification,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。
User: zhanlaoban
chinese chinese-data-augmentation data-augmentation easy-data-augmentation eda text-classification