Character Level CNN NLP Tools

Character-level convolutional neural networks for text classification and representation learning. Includes implementations processing raw characters as input features. Does NOT include word-level embeddings, general text classification frameworks, or character-based methods outside CNN architectures.

There are 24 character level cnn tools tracked. The highest-rated is ilivans/tf-rnn-attention at 44/100 with 747 stars.

Get all 24 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=character-level-cnn&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	ilivans/tf-rnn-attention Tensorflow implementation of attention mechanism for text classification tasks.	44	Emerging	747	Python
2	carpedm20/lstm-char-cnn-tensorflow in progress	44	Emerging	780	Python
3	ahmedbesbes/character-based-cnn Implementation of character based convolutional neural network	41	Emerging	262	Python
4	AlexGidiotis/Document-Classifier-LSTM A bidirectional LSTM with attention for multiclass/multilabel text classification.	41	Emerging	173	Python
5	NonvolatileMemory/AAAI_2019_EXAM Official implementation of "Explicit Interaction Model towards Text Classification"	37	Emerging	70	Python
6	vietnh1009/Character-level-cnn-pytorch Character-level CNN for text classification	35	Emerging	56	Python
7	bcol23/HyperIM PyTorch implementation of the paper "Hyperbolic Interaction Model For...	34	Emerging	49	Python
8	vietnh1009/Character-level-cnn-tensorflow Character-level CNN for text classification	33	Emerging	28	Python
9	lc222/char-cnn-text-classification-tensorflow Character-level Convolutional Networks for Text Classification论文仿真实现	31	Emerging	72	Python
10	nn116003/self-attention-classification document classification using LSTM + self attention	30	Emerging	114	Python
11	Irvinglove/char-CNN-text-classification-tensorflow the implement of text understanding from scratch	29	Experimental	35	Python
12	dgai91/pytorch-acnn-model code of Relation Classification via Multi-Level Attention CNNs	29	Experimental	178	Python
13	pratapbhanu/CRCNN Classifying Relations by Ranking with Convolutional Neural Networks	28	Experimental	58	Python
14	nicolay-r/AREnets Tensorflow-based framework which lists attentive implementation of the...	24	Experimental	8	Python
15	bcol23/EXAM-MXNet An unofficial MXNet implementation of the AAAI-19 paper "Explicit...	24	Experimental	4	Python
16	blues-lin/Char-level-CNN-for-Text-Classification-in-Keras Character-level Convolution Neural Network for Text Classification in Keras	23	Experimental	6	Python
17	MingtaoGuo/Char-CNN-for-Text-Classification Character-level Convolutional Networks for Text Classification	21	Experimental	8	Python
18	shanky1947/Paper-Evaluation-using-AI It is able to recognize handwritten text, uses IAM dataset for training. CNN...	20	Experimental	12	Jupyter Notebook
19	protonx-tf-03-projects/CharCNN Implementation of paper: Character-level Convolutional Networks for Text...	19	Experimental	9	Python
20	IyatomiLab/CE-CLCNN 📝 Official Implementation of "End-to-End Text Classification via Image-based...	15	Experimental	6	Jupyter Notebook
21	ruyimarone/character-eyes 🔤 👀 Seeing Language Through Character Level Taggers, BlackboxNLP 2019	14	Experimental	14	Jupyter Notebook
22	akjindal53244/text_classification_hierarchical_cnn Text classification using char-CNN + word-CNN	13	Experimental	5	Python
23	koesan/Char_Cnn_Rnn Advanced text embedding system using Character-level CNN-RNN architecture...	13	Experimental	2	Python
24	hoangcaobao/CharCNN CharCNN model using TensorFlow framework for sentiment analysis	11	Experimental	2	Python

Comparisons in this category

Document-Classifier-LSTM and self-attention-classification (41 vs 30) char-cnn-text-classification-tensorflow and char-CNN-text-classification-tensorflow (31 vs 29) Character-level-cnn-tensorflow and char-cnn-text-classification-tensorflow (33 vs 31) Character-level-cnn-pytorch and Character-level-cnn-tensorflow (35 vs 33) char-cnn-text-classification-tensorflow and Char-CNN-for-Text-Classification (31 vs 21) char-cnn-text-classification-tensorflow and Char-level-CNN-for-Text-Classification-in-Keras (31 vs 23) AAAI_2019_EXAM and EXAM-MXNet (37 vs 24) Character-level-cnn-pytorch and Char-CNN-for-Text-Classification (35 vs 21) Character-level-cnn-pytorch and Char-level-CNN-for-Text-Classification-in-Keras (35 vs 23) Character-level-cnn-tensorflow and Char-CNN-for-Text-Classification (33 vs 21)