sentence-classification
There are 141 repositories under sentence-classification topic.
brightmart/text_classification
all kinds of text classification models and more with deep learning
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.
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
RandolphVI/Multi-Label-Text-Classification
About Muti-Label Text Classification Based on Neural Network.
hyunwoongko/kochat
Opensource Korean chatbot framework
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.
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.
sergioburdisso/pyss3
A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)
lettergram/sentence-classification
Sentence Classifications with Neural Networks
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"
labteral/ernie
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
DavidBelicza/TextRank
:wink: :cyclone: :strawberry: TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine).
zake7749/DeepToxic
top 1% solution to toxic comment classification challenge on Kaggle.
RandolphVI/Text-Pairs-Relation-Classification
About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.
Franck-Dernoncourt/pubmed-rct
PubMed 200k RCT dataset: a large dataset for sequential sentence classification.
galsang/CNN-sentence-classification-pytorch
Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.
titipata/detecting-scientific-claim
Extracting scientific claims from biomedical abstracts (powered by AllenNLP), demo:
ajinkyaT/CNN_Intent_Classification
CNN for intent classification task in a Chatbot
abhaikollara/CNN-Sentence-Classification
A tensorflow implementation of Convolutional Neural Networks for Sentence Classification
yuchenlin/lstm_sentence_classifier
LSTM-based Models for Sentence Classification in PyTorch
chaitjo/lstm-context-embeddings
Augmenting word embeddings with their surrounding context using bidirectional RNN
davidsbatista/ConvNets-for-Sentence-Classification
"Convolutional Neural Networks for Sentence Classification" (Kim 2014) - https://www.aclweb.org/anthology/D14-1181
Law-AI/semantic-segmentation
Semantic Segmentation of Legal texts that labels sentences with one of 7 rhetorical roles.
Destaq/chinese-sentence-miner
Find Chinese sentences based on your known vocabulary and other rules
jfilter/text-classification-keras
📚 Text classification library with Keras
jind11/PubMed-PICO-Detection
PubMed PICO Element Detection Dataset
26hzhang/Dense_BiLSTM
Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification
dsindex/iclassifier
reference pytorch code for intent classification
jind11/HSLN-Joint-Sentence-Classification
Joint sentence classification-Tensorflow
civictech-India/Indian-Law-Penal-Code-Json
India Law | Indian Legal Acts | Penal Code in JSON Format
JerryWeiAI/COVID-Q
COVID-19 Question Dataset from the paper "What Are People Asking About COVID-19? A Question Classification Dataset"
pabitralenka/Customer-Feedback-Analysis
Multi Class Text (Feedback) Classification using CNN, GRU Network and pre trained Word2Vec embedding, word embeddings on TensorFlow.
threelittlemonkeys/text-classification-pytorch
Text Classification in PyTorch
leohsuofnthu/Pytorch-TextCNN
Pytorch implementation of the paper Convolutional Neural Networks for Sentence Classification
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.
TiagoMAntunes/KAREN
KAREN: Unifying Hatespeech Detection and Benchmarking