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139 search results found

Filipino Text Benchmarks ⭐ 13

Open-source benchmark datasets and pretrained transformer models in the Filipino language.

TensorFlow implementation of deep learning algorithm for NLP

Deepclassifier ⭐ 13

DeepClassifier is aimed at building general text classification model library.It's easy and user-friendly to build any text classification task.

Workshop_text_classification ⭐ 13

Workshop on Text Classification at 1729 Conference

Siamese Text Similarity ⭐ 13

Tensorflow based implementation of deep siamese LSTM network for sentence classification using character embeddings

Sentiment Analysis Cnn ⭐ 13

Sentiment Analysis using Convolution Neural Networks(CNN) and Google News Word2Vec

German2vec ⭐ 13

Language Model and Text Classification for German Language using Deep Learning

Awesome Deeplearning Nlp Papers ⭐ 13

A curated list of Deep learning and NLP must read papers

Official Code for Merging Statistical Feature via Adaptive Gate for Improved Text Classification (AAAI2021)

Deepnlp Oxford Cs 2017 ⭐ 12

Oxford's CS Deep Natural Language Processing 2017 Course & Stuff

Deep Learning With Neural Networks ⭐ 11

This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.

Daguan_textclassification_rank11 ⭐ 11

“达观杯”文本智能处理挑战赛，Rank11/2862解决方案

Text_classification ⭐ 11

keras implementation of text classification algorithms

Cnn_chinese_text_classification ⭐ 11

运用cnn + highway network网络结构中文文本分类

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

Anime Or Not ⭐ 10

NLP model that determines whether a plot is anime enough

Cervantes ⭐ 10

A deep learning text classification library over Keras

Dl_text_classification ⭐ 10

Collection of Deep Learning Text Classification Models in Keras; Includes a GPU tutorial.

Ordinal Log Loss ⭐ 10

Repository of the COLING 2022 paper : Ordinal Log-Loss - A simple log-based loss function for ordinal text classification.

[ACL 2023] Code for paper “Tailoring Instructions to Student’s Learning Levels Boosts Knowledge Distillation”(https://arxiv.org/abs/2305.09651)

Cic0269_natural_language_processing ⭐ 10

Notebooks Python da parte prática da disciplina "CIC0269 - Processamento de Linguagem Natural" do Departamento de Ciência da Computação da Universidade de Brasília.

Hugging Face Tutorials ⭐ 9

Getting started with Hugging Face

Glove Text Cnn ⭐ 9

A text classification model with pretrained GloVe embeddings

Text_classification ⭐ 9

Summary of Text Classification in deep learning techniques implemented by PyTorch and TensorFlow. 深度学习文本分类技术总结，以PyTorch实现。

A Simple Tool For Sentiment Analysis: https://sentivi.readthedocs.io/en/latest/index.htm

Identification Of Imminent Suicide Risk Among Young Adults Using Text Messages ⭐ 9

Companyclassifier ⭐ 9

Company type and subtype classifier

Multi Label Text Classification ⭐ 9

A multi-label text classifier to predict the subject areas of arXiv papers from their abstract bodies.

Bert_text_classifier ⭐ 8

Text Classification with BERT

Kaggle Ai ⭐ 8

Categorize AI problems and record through kaggle, Google's data science website

此开源hub是基于Tensorflow2.x的文本分类任务等项目

Corel2019 ⭐ 8

Code for AAAI 2019 Network Interpretability workshop paper

Identification Of Twitter Bots Using Cnn ⭐ 8

Python project to create a classifier to guess if a Twitter account is a man, a woman or a bot.

Nlp_huawei_new2_task ⭐ 7

A new second practical assignment for Huawei's NLP course

Bertsentimentclassification ⭐ 7

BERT Sentiment Classification on the Large Movie Review Dataset.

AI driven Web Application Firewall

Python Projects ⭐ 7

Portfolio in Python

Sentiment Classification Of Amazon Fine Food Reviews ⭐ 6

A deep learning model (Bidirectional LSTM) using pretrained word embeddings to do sentiment analysis on Amazon fine food reviews dataset.

Advertisement Recommendation ⭐ 6

Video Content-Based Advertisement Recommendation Using Text Classification

Chinese Text Multi Classification Clstm ⭐ 6

A Multi-classification of chinese text with cnn-rnn model.

Author Attribution ⭐ 6

Authorship Attribution in Social Media & Chat Biometrics & Behavioral Biometrics

Text Classification ⭐ 6

Classifying sentences from theses abstracts. Competition from AI-CUP

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"

Icdmai_2020 ⭐ 6

This repository is for the Session held in International Conference on Data Management, Analytics and Innovation, New Delhi 2020

Explaining_predictions_with_lime ⭐ 6

Memorable Quotes ⭐ 5

The repository for memorable quotes project.

Twitchchatanalysis ⭐ 5

Deepnlp Models ⭐ 5

A repositiory about the practical deep learning models in NLP tasks, all of those models will be implement with tensorflow and test with chinese industrial dataset.

Bachelor Thesis ⭐ 5

The aim of the Bachelor project is to innovate a new way for Arabic (Egyptian-Dialect) Sentiment Analysis , Forecasting and Topic Modeling using Machine Learning , Deep Learning and Transformers!

Pytorch_deep_learning ⭐ 5

Using Pytorch to Create Deep Learning Models.

Josa Corpus ⭐ 5

Jopara (Guarani-dominant mixed with Spanish) sentiment analysis corpus

Text_classification ⭐ 5

Text classification models (including traditional machine learning methods and deep learning methods)

Whose_heritage ⭐ 5

Data and Code for a paper accepted by Findings of EMNLP 2021

tensorflow implementation of Very Deep Convolutional Networks for Text Classification

Pytorch Tutorial ⭐ 5

To study pytorch can improve myself about deeplearing, so it is excited to create the repository. 为了更够更好地学习基于框架pytorch的深度学习，特地创建该仓库，用于记录如何通过pytorch完

Calibrated Bert Fine Tuning ⭐ 5

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

Machine Learning Course ⭐ 5

Machine Learning and Deep Learning Course

Some Deep Model For Text Classification ⭐ 5

This project is a simple conclusion of some deep model for document classification. As for these model implementations, i mainly referred brightmart (https://github.com/brightmart). I studyed them and coded them by myself. So here i have a conclusion to have review one day.

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