Projects in Awesome Lists tagged with text-classification

https://github.com/hankcs/hanlp

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

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

Last synced: 16 Dec 2024

https://github.com/hankcs/HanLP

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

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

Last synced: 27 Oct 2024

https://github.com/explosion/spacy

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

ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization

Last synced: 16 Dec 2024

https://github.com/explosion/spaCy

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

ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization

Last synced: 26 Oct 2024

https://github.com/brightmart/nlp_chinese_corpus

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

bert chinese chinese-corpus chinese-dataset chinese-nlp corpus dataset language-model news nlp pretrain question-answering text-classification wiki word2vec

Last synced: 01 Dec 2024

https://github.com/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

Last synced: 18 Dec 2024

https://github.com/microsoft/nlp-recipes

Natural Language Processing Best Practices & Examples

azure-ml best-practices deep-learning machine-learning mlflow natural-language natural-language-inference natural-language-processing natural-language-understanding nli nlp nlu pretrained-models sota text text-classification transfomer

Last synced: 26 Sep 2024

https://github.com/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

Last synced: 20 Dec 2024

https://github.com/gaussic/text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

chinese classification cnn rnn tensorboard tensorflow text-classification

Last synced: 19 Dec 2024

https://github.com/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

Last synced: 31 Oct 2024

https://github.com/ThilinaRajapakse/simpletransformers

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

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

Last synced: 06 Nov 2024

https://github.com/snipsco/snips-nlu

Snips Python library to extract meaning from text

bot chatbot information-extraction intent-classification intent-parser machine-learning machine-learning-library ml named-entity-recognition ner nlp nlu python slot-filling snips text-classification

Last synced: 18 Dec 2024

https://github.com/johnsnowlabs/spark-nlp

State of the Art Natural Language Processing

bert entity-extraction language-detection lemmatizer llamacpp llm machine-translation named-entity-recognition natural-language-processing nlp onnx part-of-speech-tagger pyspark question-answering sentiment-analysis spark spell-checker tensorflow text-classification transformers

Last synced: 16 Dec 2024

https://github.com/JohnSnowLabs/spark-nlp

State of the Art Natural Language Processing

bert entity-extraction language-detection lemmatizer llamacpp llm machine-translation named-entity-recognition natural-language-processing nlp onnx part-of-speech-tagger pyspark question-answering sentiment-analysis spark spell-checker tensorflow text-classification transformers

Last synced: 06 Nov 2024

https://github.com/catalyst-team/catalyst

Accelerated deep learning R&D

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

Last synced: 17 Dec 2024

https://github.com/fastnlp/fastnlp

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

chinese-nlp deep-learning natural-language-processing nlp-library nlp-parsing text-classification text-processing

Last synced: 20 Dec 2024

https://github.com/fastnlp/fastNLP

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

chinese-nlp deep-learning natural-language-processing nlp-library nlp-parsing text-classification text-processing

Last synced: 06 Nov 2024

https://github.com/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.

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

Last synced: 17 Dec 2024

https://github.com/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.

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

Last synced: 30 Oct 2024

https://github.com/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

Last synced: 21 Dec 2024

https://github.com/x4nth055/pythoncode-tutorials

The Python Code Tutorials

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

Last synced: 17 Dec 2024

https://github.com/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

Last synced: 20 Dec 2024

https://github.com/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

Last synced: 27 Oct 2024

https://github.com/embeddings-benchmark/mteb

MTEB: Massive Text Embedding Benchmark

benchmark bitext-mining clustering information-retrieval multilingual-nlp neural-search reranking retrieval sbert semantic-search sentence-transformers sgpt sts text-classification text-embedding

Last synced: 17 Dec 2024

https://github.com/xlang-ai/instructor-embedding

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

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

Last synced: 18 Dec 2024

https://github.com/kk7nc/text_classification

Text Classification Algorithms: A Survey

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

Last synced: 19 Dec 2024

https://github.com/kk7nc/Text_Classification

Text Classification Algorithms: A Survey

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

Last synced: 06 Nov 2024

https://github.com/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

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

Last synced: 18 Dec 2024

https://github.com/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.

clustering gensim natural-language natural-language-processing nltk pattern python scikit-learn semantic sentiment sentiment-analysis spacy stanford-nlp text-analytics text-classification text-summarization

Last synced: 21 Dec 2024

https://github.com/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.

clustering gensim natural-language natural-language-processing nltk pattern python scikit-learn semantic sentiment sentiment-analysis spacy stanford-nlp text-analytics text-classification text-summarization

Last synced: 13 Nov 2024

https://github.com/Delta-ML/delta

DELTA is a deep learning based natural language and speech processing platform.

asr custom-ops deep-learning emotion-recognition front-end inference nlp nlu ops seq2seq sequence-to-sequence serving speaker-verification speech speech-recognition tensorflow tensorflow-lite tensorflow-serving text-classification text-generation

Last synced: 06 Nov 2024

https://github.com/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

bert chatbot chinese data-augmentation distance enhance feature nlp text-augment text-classification xlnet

Last synced: 21 Dec 2024

https://github.com/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

Last synced: 19 Dec 2024

https://github.com/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

Last synced: 11 Nov 2024

https://github.com/microsoft/NeuronBlocks

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

artificial-intelligence deep-learning dnn knowledge-distillation model-compression natural-language-processing pytorch qna question-answering sequence-labeling text-classification text-matching

Last synced: 06 Nov 2024

https://github.com/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

Last synced: 18 Dec 2024

https://github.com/lyeoni/nlp-tutorial

A list of NLP(Natural Language Processing) tutorials

natural-language-processing neural-machine-translation nlp nlp-tutorial sentiment-classification text-classification

Last synced: 15 Dec 2024

https://github.com/yao8839836/text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

deep-learning graph-convolutional-networks nlp text-classification

Last synced: 15 Dec 2024

https://github.com/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。

chinese chinese-data-augmentation data-augmentation easy-data-augmentation eda text-classification

Last synced: 15 Dec 2024

https://github.com/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。

chinese chinese-data-augmentation data-augmentation easy-data-augmentation eda text-classification

Last synced: 16 Nov 2024

https://github.com/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

Last synced: 20 Dec 2024

https://github.com/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

attention-mechanism chatbot-cn deep-learning dialogue-systems django-restful intent-detection ir knowledge-graph ner nlg nlu oriented-dialogs recommendation reinforcement-learning sentiment-analysis slot-filling tenserflow-serving tensorflow text-classification text-correct

Last synced: 06 Nov 2024

https://github.com/hello-simpleai/chatgpt-comparison-detection

Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥

ai chatbot chatgpt dataset deep-learning gpt-3 gpt2 gpt3 machine-learning ml nlp openai python text-classification

Last synced: 09 Nov 2024

https://github.com/tongjilibo/bert4torch

An elegent pytorch implement of transformers

belle bert bert4keras bert4torch chatglm large-language-models llama llm named-entity-recognition nlp pytorch relation-extraction seq2seq text-classification transformers

Last synced: 18 Dec 2024

https://github.com/Hello-SimpleAI/chatgpt-comparison-detection

Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥

ai chatbot chatgpt dataset deep-learning gpt-3 gpt2 gpt3 machine-learning ml nlp openai python text-classification

Last synced: 27 Oct 2024

https://github.com/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 .

anonymization artificial-intelligence business-process-automation customer-engagement customer-support issue-tracking-system low-code lowcode natural-language-processing nlp process-automation python sentiment-analysis social-listening social-network-analysis text-analysis text-analytics text-classification workflow workflow-automation

Last synced: 03 Nov 2024

https://github.com/Tongjilibo/bert4torch

An elegent pytorch implement of transformers

belle bert bert4keras bert4torch chatglm large-language-models llama llm named-entity-recognition nlp pytorch relation-extraction seq2seq text-classification transformers

Last synced: 06 Nov 2024

https://github.com/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

Last synced: 21 Dec 2024

https://github.com/explosion/spacy-llm

🦙 Integrating LLMs into structured NLP pipelines

anthropic claude cohere dolly falcon gpt-3 gpt-4 large-language-models llama llm machine-learning named-entity-recognition natural-language-processing nlp openai prompt-engineering spacy text-classification

Last synced: 17 Dec 2024

https://github.com/richliao/textClassifier

Text classifier for Hierarchical Attention Networks for Document Classification

attention-mechanism convolutional-neural-networks hierarchical-attention-networks recurrent-neural-networks text-classification

Last synced: 06 Nov 2024

https://github.com/greyblake/whatlang-rs

Natural language detection library for Rust. Try demo online: https://whatlang.org/

ai algorithm classifier detect-language language language-recognition nlp rust rustlang text-analysis text-classification text-classifier whatlang

Last synced: 19 Dec 2024

https://github.com/brightmart/bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

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

Last synced: 18 Dec 2024

https://github.com/wikipedia2vec/wikipedia2vec

A tool for learning vector representations of words and entities from Wikipedia

embeddings natural-language-processing nlp python text-classification wikipedia

Last synced: 06 Nov 2024

https://github.com/johnsnowlabs/nlu

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.

bert-embedding dependency-parsing entity-resolution language-detection lemmatizer named-entity-recognition natural-language-understanding nlu pandas sentence-embeddings sentiment-analysis sentiment-classifier seq2seq spell-checker streamlit t5 text-classification text-summarization text-translation transformers

Last synced: 18 Dec 2024

https://github.com/lonepatient/bert-multi-label-text-classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

albert bert fine-tuning multi-label-classification nlp pytorch pytorch-implmention text-classification transformers xlnet

Last synced: 16 Dec 2024

https://github.com/lonePatient/Bert-Multi-Label-Text-Classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

albert bert fine-tuning multi-label-classification nlp pytorch pytorch-implmention text-classification transformers xlnet

Last synced: 20 Nov 2024

https://github.com/JohnSnowLabs/nlu

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.

bert-embedding dependency-parsing entity-resolution language-detection lemmatizer named-entity-recognition natural-language-understanding nlu pandas sentence-embeddings sentiment-analysis sentiment-classifier seq2seq spell-checker streamlit t5 text-classification text-summarization text-translation transformers

Last synced: 22 Nov 2024

https://github.com/rodrigopivi/Chatito

🎯🗯 Dataset generation for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

chatbot chatbots chatito dataset dataset-generation named-entity-recognition nlg nlp nlu text-classification

Last synced: 31 Oct 2024

https://github.com/rodrigopivi/chatito

🎯🗯 Dataset generation for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

chatbot chatbots chatito dataset dataset-generation named-entity-recognition nlg nlp nlu text-classification

Last synced: 21 Dec 2024

https://github.com/styfeng/DataAug4NLP

Collection of papers and resources for data augmentation for NLP.

acl2021 artificial-intelligence data-augmentation deep-learning machine-learning natural-language-processing survey survey-paper text-classification transformers

Last synced: 13 Nov 2024

https://github.com/smilelight/lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

cbow chinese cws deep-learning dependency-parsing hierarchical-softmax language-model nature-language-process negative-sampling nlp pos python pytorch relation-extraction sentence-similarity skip-gram srl text-classification torchtext word2vec

Last synced: 18 Nov 2024

https://github.com/explosion/spacy-streamlit

👑 spaCy building blocks and visualizers for Streamlit apps

dependency-parsing machine-learning named-entity-recognition natural-language-processing ner nlp part-of-speech-tagging spacy streamlit text-classification tokenization visualizer visualizers word-vectors

Last synced: 19 Dec 2024

https://github.com/cluebenchmark/cluepretrainedmodels

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

albert bert chinese corpus dataset distillation pretrained-models roberta semantic-similarity sentence-analysis sentence-classification sentence-pairs text-classification

Last synced: 21 Dec 2024

https://github.com/CLUEbenchmark/CLUEPretrainedModels

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

albert bert chinese corpus dataset distillation pretrained-models roberta semantic-similarity sentence-analysis sentence-classification sentence-pairs text-classification

Last synced: 07 Nov 2024

https://github.com/ilivans/tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

attention rnn sentiment-analysis tensorflow text-classification

Last synced: 16 Nov 2024

https://github.com/meta-toolkit/meta

A Modern C++ Data Sciences Toolkit

c-plus-plus graph-algorithms inverted-index language-modeling nlp nlp-parsing pos-tag search-engine text-analysis text-analytics text-classification word-embeddings

Last synced: 26 Oct 2024

https://github.com/nuclia/nucliadb

NucliaDB, The AI Search database for RAG

ai-powered-search database language-model machine-learning mlops nuclia python rust search search-engine search-engines semantic semantic-search-engine text-classification unstructured-data vector-search vector-search-engine vectors

Last synced: 19 Dec 2024

https://github.com/daiquocnguyen/Graph-Transformer

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

graph-classification graph-deep-learning graph-embeddings graph-machine-learning graph-neural-networks graph-representation-learning graph-transformer node-embeddings self-attention text-classification transformer transformer-models

Last synced: 30 Oct 2024

https://github.com/xuyige/bert4doc-classification

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

bert natural-language-processing text-classification

Last synced: 19 Dec 2024

https://github.com/xuyige/BERT4doc-Classification

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

bert natural-language-processing text-classification

Last synced: 16 Nov 2024

https://github.com/freedomintelligence/textclassificationbenchmark

A Benchmark of Text Classification in PyTorch

attention-is-all-you-need benchmark capusle cnn cnn-classification crnn lstm lstm-sentiment-analysis pytorch quantum rcnn text-classification

Last synced: 18 Dec 2024

https://github.com/webis-de/small-text

Active Learning for Text Classification in Python

active-learning deep-learning language-models looking-for-contributors machine-learning natural-language-processing nlp python pytorch small-language-models text-classification transformers

Last synced: 19 Dec 2024

https://github.com/brightmart/sentiment_analysis_fine_grain

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

bert fine-grained-classification language-model multi-label-classification online pre-train sentiment-analysis text-classification textcnn

Last synced: 15 Dec 2024

https://github.com/nirantk/nlp_quickbook

NLP in Python with Deep Learning

ensemble language-processing natural-language natural-language-processing nlp practitioners spacy spacy-nlp spell-correction text-classification tutorial-code

Last synced: 18 Dec 2024

https://github.com/VinAIResearch/BERTweet

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

bert bertweet bertweet-covid19 covid covid-19 covid19 english english-tweets fairseq irony-detection language-model named-entity-recognition ner part-of-speech-tagging python3 roberta sentiment-analysis text-classification transformers

Last synced: 04 Nov 2024

https://github.com/NirantK/NLP_Quickbook

NLP in Python with Deep Learning

ensemble language-processing natural-language natural-language-processing nlp practitioners spacy spacy-nlp spell-correction text-classification tutorial-code

Last synced: 13 Nov 2024

https://github.com/RandolphVI/Multi-Label-Text-Classification

About Muti-Label Text Classification Based on Neural Network.

multi-label-classification python3 sentence-classification tensorflow text-classification

Last synced: 06 Nov 2024

https://github.com/jayyip/m3tl

BERT for Multitask Learning

bert cws encoder-decoder multi-task-learning multitask-learning named-entity-recognition ner nlp part-of-speech pretrained-models text-classification transformer word-segmentation

Last synced: 17 Dec 2024

https://github.com/JayYip/bert-multitask-learning

BERT for Multitask Learning

bert cws encoder-decoder multi-task-learning multitask-learning named-entity-recognition ner nlp part-of-speech pretrained-models text-classification transformer word-segmentation

Last synced: 06 Dec 2024

https://github.com/JayYip/m3tl

BERT for Multitask Learning

bert cws encoder-decoder multi-task-learning multitask-learning named-entity-recognition ner nlp part-of-speech pretrained-models text-classification transformer word-segmentation

Last synced: 02 Nov 2024

https://github.com/JayYip/bert-multiple-gpu

BERT for Multitask Learning

bert cws encoder-decoder multi-task-learning multitask-learning named-entity-recognition ner nlp part-of-speech pretrained-models text-classification transformer word-segmentation

Last synced: 06 Dec 2024

https://github.com/EricFillion/happy-transformer

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

ai artificial-intelligence bert deep-learning language-models machine-learning natural-language-processing nlp python question-answering roberta text-classification transformers

Last synced: 03 Sep 2024

https://github.com/gaoisbest/NLP-Projects

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

dialogue-systems information-extraction information-retrieval knowledge-graph machine-reading-comprehension network-embedding pretrained-language-model sentence2vec sequence-labeling text-classification text-generation word2vec

Last synced: 06 Nov 2024

https://github.com/dongjun-Lee/text-classification-models-tf

Tensorflow implementations of Text Classification Models.

tensorflow text-classification

Last synced: 27 Nov 2024

https://github.com/shibing624/pytextclassifier

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型实现，开箱即用。

bert classification focalloss-pytorch hierarchical machine-learning nlp pytextclassifier python pytorch softmax text-classification text-classifier

Last synced: 20 Dec 2024

https://github.com/jind11/TextFooler

A Model for Natural Language Attack on Text Classification and Inference

adversarial-attacks bert bert-model natural-language-inference natural-language-processing text-classification

Last synced: 09 Nov 2024

https://github.com/yuanxiaosc/BERT-for-Sequence-Labeling-and-Text-Classification

This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.

atis-dataset bert conll-2003 sequence-labeling snips-dataset template-project text-classification

Last synced: 02 Nov 2024

https://github.com/eBay/Sequence-Semantic-Embedding

Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.

classification-task information-retrieval nlp-tasks sse-embeddings text-classification

Last synced: 27 Nov 2024

https://github.com/sourcedexter/tfClassifier

Tensorflow based training and classification scripts for text, images, etc

image-classification python tensorflow tensorflow-classifier text-classification

Last synced: 12 Nov 2024

https://github.com/raghakot/keras-text

Text Classification Library in Keras

deep-learning keras machine-learning neural-network tensorflow text-classification theano

Last synced: 21 Dec 2024

https://github.com/interpretml/interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

azure-sdk black-box-explanations data-analyst data-scientists explainer glass-box-explainers grey-box-explainers jupyter-notebook linear-models local-explanations microsoft-azureml nlp nlp-models nlp-scenarios npm python text-classification text-interpretability visualization-dashboard

Last synced: 16 Dec 2024

https://github.com/chancefocus/PIXIU

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 27 Nov 2024

https://github.com/The-FinAI/PIXIU

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 24 Oct 2024

https://github.com/chancefocus/pixiu

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 13 Dec 2024

https://github.com/the-finai/pixiu

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification