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25 search results found

Textclassification Keras ⭐ 649

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

Graph Transformer ⭐ 408

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

Deepgraphcnnfortexts ⭐ 98

Few Shot Text Classification ⭐ 78

Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop

Very Deep Convolutional Networks For Natural Language Processing In Tensorflow ⭐ 54

implement the paper" Very Deep Convolutional Networks for Natural Language Processing"(https://arxiv.org/abs/1606.01781 ) in tensorflow

Fasttext ⭐ 52

Unofficial implementation of the paper "Bag of Tricks for Efficient Text Classification" by Joulin et al.

Hierarchical Attention Networks ⭐ 47

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

Fake News Detection ⭐ 42

This repo is a collection of AWESOME things about fake news detection, including papers, code, etc.

Implementation of the paper "Hierarchical GRU for Utterance-level Emotion Recognition" in NAACL-2019.

Text Classification ⭐ 31

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

Quaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)

Naacl2016 ⭐ 17

Data splits for the NAACL 2016 paper

Code for the paper "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection"

Awesome Deeplearning Nlp Papers ⭐ 13

A curated list of Deep learning and NLP must read papers

Rationale Cnn ⭐ 11

This repository implements the model from paper: Rationale-Augmented Convolutional Neural Networks for Text Classification

Pytorch Textcnn ⭐ 11

Pytorch implementation of the paper Convolutional Neural Networks for Sentence Classification

This repository contains details and key points of research papers related to NLP and Deep Learning

Nlp_papers ⭐ 10

Recent NLP papers that I found interesting

Corel2019 ⭐ 8

Code for AAAI 2019 Network Interpretability workshop paper

A Collection of NLP Research Papers

Multimodal Cnns ⭐ 7

Implementation of the ACM-BCB 2016 paper Text Classification with Topic-based Word Embedding and Convolutional Neural Networks

Id Lstm Pytorch ⭐ 7

A Pytorch implementation of the AAAI 2018 Paper "Learning Structured Representation for Text Classification via Reinforcement Learning"

Pivot_analysis ⭐ 7

The pivot analysis algorithm for lexical analysis of text attribute transfer

Awesome One Class Classification ⭐ 6

A curated list of awesome resources dedicated to One Class Classification.

Id Nlp Resources ⭐ 6

Kumpulan resource untuk pemrosesan bahasa alami Bahasa Indonesia. Segala bentuk kontribusi sangat "WELCOME"

Pathpredictionfortextclassification ⭐ 6

Source code for WWW 2019 paper "Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification"

Code for the WWW '19 paper "Event Detection using Hierarchical Multi-Aspect Attention"

Calibrated Bert Fine Tuning ⭐ 5

Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data

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