Search Results - RepositoryStats

546

1.8k

mit

74

Text Classification Algorithms: A Survey

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

Created 2018-07-06

228 commits to master branch, last one about a year ago

bert_language_understanding brightmart

211

959

unknown

49

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

nlp textcnn fasttext bert-model pre-training language-model self-attention transfer-learning question-answering text-classification transformer-encoder language-understanding document-classification attention-is-all-you-need

Created 2018-10-23

101 commits to master branch, last one 5 years ago

hedwig castorini

125

590

apache-2.0

20

PyTorch deep learning models for document classification

pytorch deep-learning document-classification

Created 2019-03-10

269 commits to master branch, last one 2 years ago

hierarchical-attention-networks ematvey

147

458

mit

29

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

nlp tensorflow deep-learning machine-learning document-classification hierarchical-attention-networks

Created 2017-01-22

35 commits to master branch, last one 6 years ago

Hierarchical-attention-networks-pytorch uvipen

103

383

unknown

6

Hierarchical Attention Networks for document classification

cnn han nlp python python3 pytorch deeplearning deep-learning text-classification deep-neural-networks nlp-machine-learning document-classification hierarchical-attention-networks

Created 2019-01-31

1 commits to master branch, last one 5 years ago

pyss3 sergioburdisso

44

331

mit

20

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

nlp xai data-mining text-mining text-labeling ss3-classifier interpretability interpretable-ml machine-learning text-classification early-classification artificial-intelligence document-categorization document-classification sentence-classification multilabel-classification machine-learning-algorithms natural-language-processing interpretable-machine-learning explainable-artificial-intelligence

Created 2019-11-11

402 commits to master branch, last one 10 months ago

HDLTex kk7nc

67

260

mit

19

HDLTex: Hierarchical Deep Learning for Text Classification

gpu dataset tensorflow text-mining deep-learning science-dataset text-classification deep-neural-networks information-retrieval document-classification recurrent-neural-networks hierarchical-deep-learning convolutional-neural-networks

Created 2017-09-19

267 commits to master branch, last one 7 months ago

DataTurks DataTurks

127

260

apache-2.0

8

ML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.

ner java annotation-tool image-captioning image-processing document-annotate image-segmentation image-classification document-classification

Created 2019-01-29

22 commits to master branch, last one 3 years ago

textclf luopeixiang

39

232

mit

6

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

svm bert drnn dpcnn glove pytorch textcnn textrnn word2vec configurable neuralclassifier sklearn-classify sentiment-analysis logistic-regression cnn-text-classification document-classification lstm-text-classification

Created 2019-03-24

18 commits to master branch, last one 2 years ago

banglabert csebuetnlp

31

229

unknown

8

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining an...

bert mbert bangla-nlp banglabert bengali-nlp xlm-roberta bert-fine-tuning textual-entailment multilingual-models emotion-classification document-classification named-entity-recognition sentiment-classification bangla-language-processing natural-language-inference bengali-language-processing bangla-natural-language-processing bengali-natural-language-processing

Created 2021-09-06

25 commits to master branch, last one about a year ago

Text-Classification Renovamen

29

135

mit

4

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

cnn han nlp lstm textcnn fasttext transformer bilstm-attention text-classification document-classification hierarchical-attention-networks

Created 2020-06-16

18 commits to master branch, last one 3 years ago

Character-level-cnn-pytorch uvipen

17

56

mit

6

Character-level CNN for text classification

nlp pytorch deep-learning character-level-cnn text-classification deep-neural-networks nlp-machine-learning document-classification natural-language-processing

Created 2019-01-31

6 commits to master branch, last one 2 years ago

detectron2-publaynet JPLeoRX

6

46

other

3

Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset

python python3 pytorch publaynet detectron2 faster-rcnn deep-learning neural-network computer-vision document-layout layout-analysis neural-networks machine-learning object-detection document-analysis instance-segmentation artificial-intelligence document-classification document-layout-analysis

Created 2021-09-14

33 commits to master branch, last one about a year ago

bert-han Hazoom

9

41

apache-2.0

3

Hierarchical-Attention-Network

han nlp bert python3 pytorch bert-model deeplearning deep-learning bert-embeddings text-classification pytorch-implementation document-classification natural-language-processing heirarchical-attention-networks

Created 2020-07-12

56 commits to master branch, last one 3 years ago