Search Results - RepositoryStats

2.6k

7.8k

mit

299

all kinds of text classification models and more with deep learning

nlp textcnn textrnn fasttext tensorflow multi-class multi-label classification memory-networks attention-mechanism text-classification sentence-classification convolutional-neural-networks

Created 2017-05-30

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

detoxify unitaryai

110

861

apache-2.0

15

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary...

nlp bert toxicity bert-model hatespeech hate-speech huggingface toxic-comments pytorch-lightning kaggle-competition hate-speech-detection sentence-classification toxicity-classification huggingface-transformers toxic-comment-classification

Created 2020-09-23

249 commits to master branch, last one 15 days ago

kochat hyunwoongko

180

444

apache-2.0

19

Opensource Korean chatbot framework

korean chatbot web-crawler deeplearning deep-learning korean-chatbot sequance-tagging sentence-classification

Created 2019-06-22

146 commits to master branch, last one 2 years ago

multi-task-NLP hellohaptik

54

363

apache-2.0

19

multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.

nlp pytorch ranking nlp-apis nli-tasks entailment nlp-library nlp-datasets transformers context-awareness sequence-labeling multitask-learning intent-classification machine-comprehension sentence-classification named-entity-recognition

Created 2020-03-31

88 commits to master branch, last one 3 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 9 months ago

sentence-classification lettergram

35

235

other

8

Sentence Classifications with Neural Networks

cnn rnn fasttext neural-network hyperparameter-tuning sentence-classification

Created 2019-01-03

47 commits to master branch, last one 3 years ago

NSP-BERT sunyilgdx

41

221

apache-2.0

7

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

nlp bert zero-shot tensorflow entity-typing entity-linking prompt-learning sentiment-analysis text-classification correference-resolution sentence-classification natural-language-inference

Created 2021-09-06

56 commits to main branch, last one about a year ago

ernie labteral

29

199

apache-2.0

7

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

nlp bert keras albert roberta bert-model distilbert tensorflow bert-models huggingface tensorflow2 transformers bert-as-service bert-embeddings huggingface-transformer sentence-classification transformer-tensorflow2 transformer-architecture natural-language-processing

Created 2020-02-14

115 commits to master branch, last one about a month ago

TextRank DavidBelicza

22

196

mit

7

:wink: :cyclone: :strawberry: TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine).

go token golang pagerank textrank summarization phrase-extraction sentence-classification

Created 2018-01-09

100 commits to master branch, last one 2 years ago

pubmed-rct Franck-Dernoncourt

46

185

unknown

11

PubMed 200k RCT dataset: a large dataset for sequential sentence classification.

nlp corpus medical machine-learning sentence-classification randomized-controlled-trials

Created 2017-10-17

8 commits to master branch, last one 7 months ago

detecting-scientific-claim titipata

19

141

unknown

10

Extracting scientific claims from biomedical abstracts (powered by AllenNLP), demo:

allennlp deep-learning sentence-classification natural-language-processing

Created 2018-06-07

114 commits to master branch, last one 2 years ago

semantic-segmentation Law-AI

26

54

mit

3

Semantic Segmentation of Legal texts that labels sentences with one of 7 rhetorical roles.

legal-documents rhetorical-aspects legal-text-analytics semantic-segmentation artificial-intelligence sentence-classification

Created 2019-10-17

135 commits to master branch, last one 4 years ago

chinese-sentence-miner Destaq

6

53

mit

5

Find Chinese sentences based on your known vocabulary and other rules

hsk anki chinese mandarin learn-chinese hsk-vocabulary sentence-generator sentence-classification

Created 2020-10-20

16 commits to master branch, last one 5 months ago

iclassifier dsindex

15

44

unknown

4

reference pytorch code for intent classification

cnn dsa sst bert onnx glove snips pruning pytorch densenet onnxruntime optimization quantization transformers intent-classification sentence-classification

Created 2019-11-12

910 commits to master branch, last one 2 years ago