sentence-classification

There are 15 repositories under sentence-classification topic.

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 7863
unitaryai / detoxify
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.ai.
bert bert-model huggingface-transformers huggingface nlp toxic-comment-classification toxicity toxic-comments sentence-classification kaggle-competition pytorch-lightning hatespeech hate-speech-detection toxicity-classification hate-speech
Language:Python 965
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
Language:Python 805
RandolphVI / Multi-Label-Text-Classification
About Muti-Label Text Classification Based on Neural Network.
multi-label-classification python3 sentence-classification tensorflow text-classification
Language:Python 553
hyunwoongko / kochat
Opensource Korean chatbot framework
chatbot deep-learning deeplearning korean korean-chatbot sentence-classification sequance-tagging web-crawler
Language:Python 454
jiegzhan / multi-class-text-classification-cnn
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
cnn convolutional-neural-networks embeddings multi sentence-classification tensorflow text-classification
Language:Python 426
hellohaptik / multi-task-NLP
multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
context-awareness entailment intent-classification machine-comprehension multitask-learning named-entity-recognition nli-tasks nlp nlp-apis nlp-datasets nlp-library pytorch ranking sentence-classification sequence-labeling transformers
Language:Python 372
pyss3
sergioburdisso / pyss3
A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)
xai text-classification machine-learning machine-learning-algorithms artificial-intelligence explainable-artificial-intelligence data-mining early-classification ss3-classifier nlp natural-language-processing document-classification text-labeling text-mining document-categorization sentence-classification multilabel-classification interpretability interpretable-machine-learning interpretable-ml
Language:Python 336
lettergram / sentence-classification
Sentence Classifications with Neural Networks
cnn fasttext hyperparameter-tuning neural-network rnn sentence-classification
Language:Python 237
sunyilgdx / NSP-BERT
The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"
bert zero-shot prompt-learning sentence-classification sentiment-analysis natural-language-inference correference-resolution entity-linking entity-typing nlp text-classification tensorflow
Language:Python 224
DavidBelicza / TextRank
:wink: :cyclone: :strawberry: TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine).
go golang textrank summarization token sentence-classification phrase-extraction pagerank
Language:Go 205
ernie
labteral / ernie
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
albert bert bert-as-service bert-embeddings bert-model bert-models distilbert huggingface huggingface-transformer keras natural-language-processing nlp roberta sentence-classification tensorflow tensorflow2 transformer-architecture transformer-tensorflow2 transformers
Language:Python 199
zake7749 / DeepToxic
top 1% solution to toxic comment classification challenge on Kaggle.
deep-learning kaggle keras natural-language-processing pos pytorch sentence-classification textblob toxic-comment-classification tutorial
Language:Jupyter Notebook 193
Franck-Dernoncourt / pubmed-rct
PubMed 200k RCT dataset: a large dataset for sequential sentence classification.
nlp machine-learning corpus medical randomized-controlled-trials sentence-classification
192
RandolphVI / Text-Pairs-Relation-Classification
About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.
python3 sentence-classification similarity-measurement tensorflow text-classification text-pairs-classification word2vec
Language:Python 191
galsang / CNN-sentence-classification-pytorch
Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.
convolutional-neural-networks python pytorch sentence-classification
Language:Python 164
titipata / detecting-scientific-claim
Extracting scientific claims from biomedical abstracts (powered by AllenNLP)
natural-language-processing deep-learning allennlp sentence-classification
Language:Python 140
ajinkyaT / CNN_Intent_Classification
CNN for intent classification task in a Chatbot
chatbot cnn intent-classification keras sentence-classification text-classification
Language:Jupyter Notebook 100
abhaikollara / CNN-Sentence-Classification
A tensorflow implementation of Convolutional Neural Networks for Sentence Classification
sentence-classification convolutional-neural-networks tensorflow
Language:Python 77
yuchenlin / lstm_sentence_classifier
LSTM-based Models for Sentence Classification in PyTorch
pytorch lstm-model sentence-classification nlp
Language:Python 76
Law-AI / semantic-segmentation
Semantic Segmentation of Legal texts that labels sentences with one of 7 rhetorical roles.
artificial-intelligence legal-documents legal-text-analytics rhetorical-aspects semantic-segmentation sentence-classification
Language:Python 65
chaitjo / lstm-context-embeddings
Augmenting word embeddings with their surrounding context using bidirectional RNN
deep-learning cnn lstm neural-networks tensorflow word-embeddings sentence-classification context-embeddings
Language:Python 60
Destaq / chinese-sentence-miner
Find Chinese sentences based on your known vocabulary and other rules
learn-chinese chinese sentence-generator anki hsk hsk-vocabulary sentence-classification mandarin
Language:Python 58
jind11 / PubMed-PICO-Detection
PubMed PICO Element Detection Dataset
nlp corpus sentence-classification machine-learning deep-learning
55
davidsbatista / ConvNets-for-Sentence-Classification
"Convolutional Neural Networks for Sentence Classification" (Kim 2014) - https://www.aclweb.org/anthology/D14-1181
sentence-classification convolutional-neural-networks keras
Language:Jupyter Notebook 54
jfilter / text-classification-keras
📚 Text classification library with Keras
text-classification sentiment-analysis deep-learning nlp keras keras-tensorflow nlp-machine-learning framework library cnn-text-classification lstm attention stacked-lstm sentence-classification document-classification
Language:Python 52
26hzhang / Dense_BiLSTM
Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification
tensorflow lstm sentence-classification highway-network deep-neural-networks rnn
Language:Python 48
dsindex / iclassifier
reference pytorch code for intent classification
bert cnn densenet dsa snips sst pytorch sentence-classification intent-classification transformers onnx onnxruntime optimization quantization pruning glove
Language:Python 45
Indian-Law-Penal-Code-Json
civictech-India / Indian-Law-Penal-Code-Json
India Law | Indian Legal Acts | Penal Code in JSON Format
law lawtech indian govtech civic-tech civictech legaltech artificial-intelligence sentence-classification semantic-segmentation legal-documents rhetorical-aspects legal-text-analytics india indian-laws
35
jind11 / HSLN-Joint-Sentence-Classification
Joint sentence classification-Tensorflow
deep-learning deep-neural-networks sentence-classification
Language:Python 32
JerryWeiAI / COVID-Q
COVID-19 Question Dataset from the paper "What Are People Asking About COVID-19? A Question Classification Dataset"
nlp covid-19 question-answering questions text-classification sentence-classification bert bert-embeddings svm svm-model knn-classification few-shot-learning triplet-loss
Language:Python 24
pabitralenka / Customer-Feedback-Analysis
Multi Class Text (Feedback) Classification using CNN, GRU Network and pre trained Word2Vec embedding, word embeddings on TensorFlow.
text-classification cnn customer-feedback complaints customer-feedback-analysis rnn tensorflow sentence-classification
Language:Python 24
threelittlemonkeys / text-classification-pytorch
Text Classification in PyTorch
cnn pytorch rnn self-attention sentence-classification text-classification vdcnn
Language:Python 23
leohsuofnthu / Pytorch-TextCNN
Pytorch implementation of the paper Convolutional Neural Networks for Sentence Classification
imdb-dataset pytorch paper sentiment-analysis sentence-classification convolutional-neural-networks text-classification
Language:Python 20
crux82 / AILC-lectures2021-lab
This is a Pytorch (+ Huggingface transformers) implementation of a "simple" text classifier defined using BERT-based models. In this lab we will see how it is simple to use BERT for a sentence classification task, obtaining state-of-the-art results in few lines of python code.
bert sentence-classification question-classification sentiment-analysis english italian multilingual roberta xlm-roberta albert
Language:Jupyter Notebook 19
TiagoMAntunes / KAREN
KAREN: Unifying Hatespeech Detection and Benchmarking
abuse benchmark bert deep-learning detection framework hate hatespeech huggingface natural-language-processing nlp offensive offensive-language pytorch sentence-classification speech tfidf twitter
Language:Python 19

sentence-classification

brightmart / text_classification

unitaryai / detoxify

CLUEbenchmark / CLUEPretrainedModels

RandolphVI / Multi-Label-Text-Classification

hyunwoongko / kochat

jiegzhan / multi-class-text-classification-cnn

hellohaptik / multi-task-NLP

sergioburdisso / pyss3

lettergram / sentence-classification

sunyilgdx / NSP-BERT

DavidBelicza / TextRank

labteral / ernie

zake7749 / DeepToxic

Franck-Dernoncourt / pubmed-rct

RandolphVI / Text-Pairs-Relation-Classification

galsang / CNN-sentence-classification-pytorch

titipata / detecting-scientific-claim

ajinkyaT / CNN_Intent_Classification

abhaikollara / CNN-Sentence-Classification

yuchenlin / lstm_sentence_classifier

Law-AI / semantic-segmentation

chaitjo / lstm-context-embeddings

Destaq / chinese-sentence-miner

jind11 / PubMed-PICO-Detection

davidsbatista / ConvNets-for-Sentence-Classification

jfilter / text-classification-keras

26hzhang / Dense_BiLSTM

dsindex / iclassifier

civictech-India / Indian-Law-Penal-Code-Json

jind11 / HSLN-Joint-Sentence-Classification

JerryWeiAI / COVID-Q

pabitralenka / Customer-Feedback-Analysis

threelittlemonkeys / text-classification-pytorch

leohsuofnthu / Pytorch-TextCNN

crux82 / AILC-lectures2021-lab

TiagoMAntunes / KAREN