qkrwoghd04/binary_classification_using_BERT-ViT

This project aims to develop multimodal deep learning model for fall detecting(Sleep or Fall)

Language: Jupyter Notebook - Size: 688 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 1 - Forks: 0

chrisliatas/dsnd-ml-pipeline

ML pipeline to categorize emergency messages based on the needs communicated by the sender.

Language: Jupyter Notebook - Size: 2.96 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 2 - Forks: 0

ahmedbesbes/overview-and-benchmark-of-traditional-and-deep-learning-models-in-text-classification

NLP tutorial

Language: Jupyter Notebook - Size: 4.28 MB - Last synced: 12 days ago - Pushed: almost 6 years ago - Stars: 41 - Forks: 20

brianrisk/simphile-text-similarity-nlp

Python Text Similarity NLP Libray

Language: Python - Size: 199 KB - Last synced: 1 day ago - Pushed: over 1 year ago - Stars: 29 - Forks: 2

tiost100/Movie-Genre-Recognition

In this project, we used Deep Learning architectures and Large Language Models to classify movies based on their English subtitles.

Language: Jupyter Notebook - Size: 5.85 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 0 - Forks: 0

ovuruska/deepinfra-python

Unofficial Python wrapper for the DeepInfra Inference API

Language: Python - Size: 62.5 KB - Last synced: 12 days ago - Pushed: 13 days ago - Stars: 1 - Forks: 0

winkjs/wink-naive-bayes-text-classifier

Naive Bayes Text Classifier

Language: JavaScript - Size: 869 KB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 38 - Forks: 10

920232796/bert_seq2seq

pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。

Language: Python - Size: 3.45 MB - Last synced: 12 days ago - Pushed: almost 2 years ago - Stars: 1,263 - Forks: 206

alibaba/EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

Language: Python - Size: 19.9 MB - Last synced: 11 days ago - Pushed: 2 months ago - Stars: 1,955 - Forks: 247

Rishika70/NLP

This is the repo of all my NLP (Natural Language Processing) projects.

Language: Jupyter Notebook - Size: 4.53 MB - Last synced: 12 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 0

NotShrirang/Spam-Filter-using-ALBERT

This project aims to build a spam filter using a fine-tuned ALBERT (A Lite BERT) Transformer model. The ALBERT model, pre-trained on a large corpus of text, is fine-tuned on a spam detection dataset to create an efficient and accurate spam filter.

Language: Jupyter Notebook - Size: 205 KB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 1 - Forks: 0

AvijitChowdhury/Fine_Tune_BERT_for_Text_Classification_with_TensorFlow

Text Classfication using BERT

Language: Jupyter Notebook - Size: 419 KB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 0

Kardbord/hfapigo

Unofficial (Golang) Go bindings for the Hugging Face Inference API

Language: Go - Size: 3.34 MB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 48 - Forks: 5

sergioburdisso/pyss3

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

Language: Python - Size: 102 MB - Last synced: 8 days ago - Pushed: 9 months ago - Stars: 332 - Forks: 44

tkarim45/Urdu-Text-Classification

This repository offers a comprehensive solution for Urdu text classification using Recurrent Neural Networks (RNN). Leveraging the unique linguistic characteristics of the Urdu language, the provided code enables users to train RNN models to classify Urdu text documents into predefined categories or classes.

Language: Jupyter Notebook - Size: 88.9 KB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 1 - Forks: 0

SayamAlt/Symptoms-Disease-Text-Classification

Successfully developed a fine-tuned BERT transformer model which can accurately classify symptoms to their corresponding diseases upto an accuracy of 89%.

Language: Jupyter Notebook - Size: 860 KB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

Lambda-3/DiscourseSimplification

Extension of the SentenceSimplification project

Language: Java - Size: 1.47 MB - Last synced: 12 days ago - Pushed: 14 days ago - Stars: 53 - Forks: 13

Alfred9/Natural-Language-Processing

This collection features a series of NLP projects, covering diverse aspects. Explore projects in text processing, sentiment analysis, entity resolution, and more.

Language: Jupyter Notebook - Size: 476 KB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

davidberenstein1957/classy-classification

This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface.

Language: Python - Size: 640 KB - Last synced: 10 days ago - Pushed: 5 months ago - Stars: 202 - Forks: 14

vansh-py04/Machine-Learning-Algorithms-from-Scratch

This GitHub repository is a treasure trove of hands-on learning experiences, featuring a diverse collection of Machine Learning projects and algorithms built entirely from scratch in Python.

Language: Jupyter Notebook - Size: 574 KB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

juba/rainette

R implementation of the Reinert text clustering method

Language: R - Size: 12.4 MB - Last synced: 9 months ago - Pushed: 10 months ago - Stars: 48 - Forks: 5

l3cube-pune/MarathiNLP

Marathi NLP - is a repository dedicated to development of tools and resources for Marathi language.

Language: Jupyter Notebook - Size: 122 MB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 87 - Forks: 14

obsei/obsei

Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .

Language: Python - Size: 16.2 MB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 1,083 - Forks: 151

zheng-yanan/collection-of-memory-attention-mechanisms

A collection of Tensorflow implementation for different types of attention mechanism in text-related tasks.

Language: HTML - Size: 24.3 MB - Last synced: 15 days ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

keishinkickback/Pytorch-RNN-text-classification

Word Embedding + LSTM + FC

Language: Python - Size: 20.5 KB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 154 - Forks: 37

torchstack-ai/bert-finetuning

This repository contains code that fine-tunes BERT for text classification on financial tweets.

Language: Jupyter Notebook - Size: 72.3 KB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 0 - Forks: 1

danaiamirali/reuters-text-classification

Applying Transformer-based models to the imbalanced multi-label Reuters News Dataset text classification task.

Language: Jupyter Notebook - Size: 225 KB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 1 - Forks: 0

NikosBakalis/Fake_news_or_not

Neural network that can predict if news headers are authentic or fake.

Language: Python - Size: 1.75 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 1 - Forks: 0

halilergul1/NLP_project

This is my final project on NLP via using topic modeling and sentiment analysis

Language: Jupyter Notebook - Size: 11.1 MB - Last synced: 12 days ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

name-ethnicity-classifier/nec-experiments

This repository contains the experiments for finding the best model for our name-ethnicity-classification task.

Language: Python - Size: 649 MB - Last synced: 16 days ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1

akyong/BERT-NLP-TEST

BERT NLP

Language: Python - Size: 498 KB - Last synced: 16 days ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

mim-solutions/mim_nlp

A Python package with ready-to-use models for various NLP tasks and text preprocessing utilities. The implementation allows fine-tuning.

Language: Jupyter Notebook - Size: 408 KB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 2 - Forks: 0

mim-solutions/bert_for_longer_texts

BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them to BERT, intermediate results are pooled. The implementation allows fine-tuning.

Language: Python - Size: 4.42 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 87 - Forks: 22

abhishek-kathuria/Question-Answering-using-Capsule-Networks

A novel system for the automated question & answering of product-related user queries present on e-commerce websites using Capsule Networks (implemented in Keras)

Language: Python - Size: 689 KB - Last synced: 16 days ago - Pushed: about 2 years ago - Stars: 0 - Forks: 2

IamAdiSri/hcms-semeval20

HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts

Language: Jupyter Notebook - Size: 23.4 KB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 3 - Forks: 2

ryangawei/Text-Classification-of-Product-Titles-pytorch

Product classification based on TextCNN, BiLSTM and BiGRU, with Pytorch. 【A01】2018 网络零售平台商品分类【浪潮】, 第十届中国大学生服务外包创新创业大赛

Language: Python - Size: 25.4 KB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 3 - Forks: 0

nafisasghari/MMAI891-NLP-assignment

sentiment analysis with Lexicon, Machine Learning and Deep learning methods

Language: Python - Size: 1.05 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 1 - Forks: 0

lonePatient/Bert-Multi-Label-Text-Classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

Language: Python - Size: 187 KB - Last synced: 6 days ago - Pushed: about 1 year ago - Stars: 836 - Forks: 208

sileod/tasksource

Datasets collection and preprocessings framework for NLP extreme multitask learning

Language: Python - Size: 452 KB - Last synced: 16 days ago - Pushed: 17 days ago - Stars: 122 - Forks: 6

vishnun0027/Text_Classificaion

In this repo i created a Text classification app (flask app ), Text classification is a common NLP task that assigns a label or class to text. One of the most popular forms of text classification is sentiment analysis, which assigns a label like 🙂 positive, 🙁 negative to a sequence of text.

Language: Python - Size: 68.4 KB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 1 - Forks: 0

gaoisbest/NLP-Projects

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

Language: OpenEdge ABL - Size: 384 MB - Last synced: 14 days ago - Pushed: over 3 years ago - Stars: 503 - Forks: 149

dirkhovy/text_analysis_for_social_science

Code for the CUP Elements on text analysis in Python for social scientists

Language: Jupyter Notebook - Size: 27.3 KB - Last synced: 5 days ago - Pushed: over 1 year ago - Stars: 132 - Forks: 32

eistakovskii/NLP_Toolbox

This repository contains various tools intended for handling Natural Language Processing (NLP) tasks

Language: Python - Size: 23.5 MB - Last synced: 17 days ago - Pushed: 18 days ago - Stars: 2 - Forks: 1

LCS2-IIITD/Hyphen

[NeurIPS 2022 Oral (Spotlight)] Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification

Language: Python - Size: 486 MB - Last synced: 6 days ago - Pushed: 8 months ago - Stars: 22 - Forks: 2

aniemore/Aniemore

Emotions recognition from audio and text files (only russian language)

Language: Python - Size: 2.05 MB - Last synced: 15 days ago - Pushed: 4 months ago - Stars: 46 - Forks: 7

irthomasthomas/Training-Data-For-Instagram-Machine-Learning-Random-Forest-Classifier

Training data used for Instagram-Machine-Learning-Random-Forest-Classifier project

Size: 32.9 MB - Last synced: 18 days ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

HeroGamers/HeroAI

An AI written using TensorFlow Keras performing text classification using sentiment analysis on text messages, to determine whether messages were toxic

Language: Python - Size: 71.3 KB - Last synced: 18 days ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

RohanKaran/spam-classifier

An api which predicts if a text is spam or not from a model which is trained using LSTM, a special kind of recurrent neural network.

Language: Python - Size: 3.39 MB - Last synced: 18 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 2

ocramz/rational-kernels

Extending kernel methods to variable-length sequences

Language: Haskell - Size: 10.7 KB - Last synced: 18 days ago - Pushed: over 4 years ago - Stars: 0 - Forks: 1

Jl-wei/mini-bar

A tool for app review mining

Language: Python - Size: 924 KB - Last synced: 17 days ago - Pushed: 18 days ago - Stars: 3 - Forks: 0

FreeDiscovery/FreeDiscovery

Web Service for E-Discovery Analytics

Language: Python - Size: 41 MB - Last synced: 1 day ago - Pushed: almost 2 years ago - Stars: 72 - Forks: 19

mary-lev/mary-lev.github.io

Just another blog

Language: HTML - Size: 19.9 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

e-olang/NLP

Language: Jupyter Notebook - Size: 150 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

jacksonkasi0/ai-tweets-analytics

ai tweets analytics

Language: JavaScript - Size: 1.12 MB - Last synced: 18 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

OlaPietka/NLP-Text-Classification

Implement classifiers based on Convolutional Neural Networks (CNN's) and Recurrent Neural Networks (RNN's) to detect the sentiment of movie reviews using the IMDb movie reviews dataset

Language: Jupyter Notebook - Size: 27.3 KB - Last synced: 18 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

srajan-kiyotaka/News-Classification

I Used The ML models to Detect Whether which classifies whether the news given is genuine news or false using NLP.

Language: Jupyter Notebook - Size: 39.5 MB - Last synced: 18 days ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

dmancevo/text_cnn

# Convolutional Neural Networks for Text Classification

Language: Python - Size: 9.77 KB - Last synced: 18 days ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

gugarosa/text_finetune_poc 📦

📒 A proof-of-concept that handles text fine-tuning applied to classification.

Language: Python - Size: 41 KB - Last synced: 18 days ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

AhmedOsman00py/CE-detection-series-de-requetes

Alternance M2 - Détection automatique des séries de requêtes juridiques

Language: Python - Size: 4.79 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

rohitdavas/Innovate-for-IIT-Hackathon

Hackathon organised by prithvi.ai

Language: Jupyter Notebook - Size: 11.3 MB - Last synced: 19 days ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

lonePatient/BERT-chinese-text-classification-pytorch

This repo contains a PyTorch implementation of a pretrained BERT model for text classification.

Language: Python - Size: 54.7 KB - Last synced: 6 days ago - Pushed: over 4 years ago - Stars: 98 - Forks: 19

interpretml/interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

Language: Python - Size: 10.3 MB - Last synced: 5 days ago - Pushed: 3 months ago - Stars: 402 - Forks: 67

InPhyT/Reddit_Text_Classification

Kaggle Challenge: User Gender Classification on Reddit using NLP.

Language: Jupyter Notebook - Size: 1.72 MB - Last synced: 19 days ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

IntegerMan/MattEland.AI.MLNet.TextClassificationTurtles

Text Classification in C# with ML.NET 2.0

Language: C# - Size: 27.3 KB - Last synced: 18 days ago - Pushed: over 1 year ago - Stars: 13 - Forks: 5

boat-group/fancy-nlp

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

Language: Python - Size: 769 KB - Last synced: 16 days ago - Pushed: over 1 year ago - Stars: 282 - Forks: 42

vijaisuria/Fake-News-Detective

Fake News Detective uses NLP to identify and debunk fake news, helping people to stay informed and make informed decisions. It is a powerful tool in the fight against misinformation.

Language: Jupyter Notebook - Size: 50.3 MB - Last synced: 19 days ago - Pushed: 5 months ago - Stars: 4 - Forks: 2

averbis/averbis-python-api

Conveniently access the REST API of Averbis products using Python

Language: Python - Size: 647 KB - Last synced: 12 days ago - Pushed: 20 days ago - Stars: 12 - Forks: 4

yongzhuo/nlp_xiaojiang

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

Language: Python - Size: 23.4 MB - Last synced: 17 days ago - Pushed: over 2 years ago - Stars: 1,512 - Forks: 395

StepanTita/space-model

Space Model framework that allows for maintaining generalizability, and enhances the performance on the downstream task by utilizing task-specific context attribution. It is an external LLM layer, that improves accuracy in classification task for multiple datasets, such as HateXplain, IMDB movies reviews and more.

Language: HTML - Size: 31.4 MB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 5 - Forks: 0

ejaj/nlp-deep

Deep learning for natural language processing

Language: Python - Size: 1.38 MB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 0 - Forks: 0

meta-toolkit/meta

A Modern C++ Data Sciences Toolkit

Language: C++ - Size: 30.4 MB - Last synced: 17 days ago - Pushed: about 1 year ago - Stars: 686 - Forks: 232

he-tiantian/PMP-GNNs

Pytorch implementation of Polarized message-passing graph neural networks published in Artificial Intelligence, 2024.

Language: Python - Size: 31.8 MB - Last synced: 20 days ago - Pushed: 21 days ago - Stars: 0 - Forks: 0

NatLibFi/FintoAI-data-YSO

DVC pipeline for YSO projects of Finto AI

Language: Jupyter Notebook - Size: 2.33 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 1 - Forks: 0

KennethEnevoldsen/augmenty

Augmenty is an augmentation library based on spaCy for augmenting texts.

Language: Python - Size: 6.04 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 147 - Forks: 11

greyblake/whatlang-rs

Natural language detection library for Rust. Try demo online: https://whatlang.org/

Language: Rust - Size: 2.04 MB - Last synced: 20 days ago - Pushed: 2 months ago - Stars: 952 - Forks: 108

harshildarji/Machine-Learning

Machine Learning Practise

Language: Jupyter Notebook - Size: 50.3 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 12 - Forks: 5

gsiddhad/Text-Classification

Text Classification using ML and DL

Language: Jupyter Notebook - Size: 497 MB - Last synced: 21 days ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

mohsenim/Multifractality

Multi-Fractal Detrended Fluctuation Analysis (MFDFA) for fractal and long-range correlation analysis of time series

Language: Jupyter Notebook - Size: 430 KB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 2 - Forks: 2

ybrenning/bachelor

Language: Python - Size: 42.6 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 0 - Forks: 0

yongzhuo/Pytorch-NLU

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词、抽取式文本摘要等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of spee

Language: Python - Size: 375 KB - Last synced: 15 days ago - Pushed: 4 months ago - Stars: 291 - Forks: 46

derek20F/COMP90042-NLP-Assignment1

Preprocessing and Text Classification

Language: Jupyter Notebook - Size: 92.8 KB - Last synced: 22 days ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

ThinamXx/AmazonReviews__Analysis

In this repository I have performed the Text Analysis of Amazon Reviews Dataset using only TensorFlow and TensorBoard. I hope you will gain some insights about the Implementation of TensorFlow here.

Language: Jupyter Notebook - Size: 73.2 KB - Last synced: 22 days ago - Pushed: over 3 years ago - Stars: 3 - Forks: 3

dayyass/text-classification-baseline

Pipeline for fast building text classification TF-IDF + LogReg baselines.

Language: Python - Size: 1.56 MB - Last synced: 13 days ago - Pushed: over 2 years ago - Stars: 63 - Forks: 4

easonlai/crime_category_prediction_by_description

Crime Category Prediction by Description. This is sample of multiple class Text Classification with Scikit-Learn.

Language: Jupyter Notebook - Size: 9.49 MB - Last synced: 22 days ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

FreedomIntelligence/TextClassificationBenchmark

A Benchmark of Text Classification in PyTorch

Language: Python - Size: 1.76 MB - Last synced: 22 days ago - Pushed: about 1 month ago - Stars: 592 - Forks: 137

dongjun-Lee/text-classification-models-tf

Tensorflow implementations of Text Classification Models.

Language: Python - Size: 10.7 KB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 505 - Forks: 167

PrashantRanjan09/Structured-Self-Attentive-Sentence-Embedding

Implementation of the Paper Structured Self-Attentive Sentence Embedding published in ICLR 2017

Language: Python - Size: 279 KB - Last synced: 22 days ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 2

ibrahimsharaf/doc2vec

:notebook: Long(er) text representation and classification using Doc2Vec embeddings

Language: Python - Size: 12.7 MB - Last synced: 22 days ago - Pushed: almost 2 years ago - Stars: 104 - Forks: 42

Vidhi1290/Text-Classification-Model-with-Attention-Mechanism-NLP

This Python project utilizes PyTorch to perform text classification with an attention mechanism. Pre-trained GloVe embeddings are processed for word representation, and a custom attention model is trained on consumer complaint data to categorize complaints into product categories.🎯

Language: Jupyter Notebook - Size: 0 Bytes - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 1 - Forks: 0

fhamborg/NewsMTSC

Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

Language: Python - Size: 4.59 MB - Last synced: 18 days ago - Pushed: 5 months ago - Stars: 132 - Forks: 20

rishikksh20/FNet-pytorch

Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms

Language: Python - Size: 87.9 KB - Last synced: 18 days ago - Pushed: about 3 years ago - Stars: 248 - Forks: 36

FaisalAhmedBijoy/Natural-Language-Processing-with-Python

Natural Language Processing with Python

Language: Jupyter Notebook - Size: 3.39 MB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 7 - Forks: 1

NifulIslam/Multilabel-CS-Keyword-Prediction

A multi-label keyword generator (Tailored for computer science research papers). The model takes Title and Abstract of an article and generates keywords for that.

Language: Jupyter Notebook - Size: 21.9 MB - Last synced: 23 days ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

hjian42/automatic-personality-prediction

[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

Language: Python - Size: 29.2 MB - Last synced: 21 days ago - Pushed: over 1 year ago - Stars: 57 - Forks: 19

namratabhatia21/Coronavirus-Sentiment-Analysis

This project provides a comprehensive analysis of tweet sentiment during the COVID-19 pandemic using Natural Language Processing (NLP) techniques. The dataset is classified into five sentiment classes, and thorough data exploration and preprocessing techniques are applied to handle imbalances. ML & DL models utilised.

Language: Jupyter Notebook - Size: 15.7 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 1 - Forks: 0

HussainM899/text-classification-FastAPI-Docker-HF

This repository houses code for a Text Classification API built with FastAPI, Docker, and Hugging Face Transformers. It enables sentiment analysis and emotion classification tasks using a pre-trained Transformer model. Explore for deployment and integration instructions.

Language: Shell - Size: 77.1 KB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 1 - Forks: 0

wri-dssg-omdena/policy-data-analyzer

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

Language: Jupyter Notebook - Size: 226 MB - Last synced: 24 days ago - Pushed: about 2 years ago - Stars: 32 - Forks: 10

yongzhuo/Keras-TextClassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Language: Python - Size: 599 KB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 1,705 - Forks: 404

UNDP-Data/dsc-sdgi-corpus

Model benchmarks on SDGi Corpus, a multilingual dataset for text classification by Sustainable Development Goals.

Language: Python - Size: 27.3 KB - Last synced: 24 days ago - Pushed: 25 days ago - Stars: 0 - Forks: 0

andreaschandra/feature-selection-papers

A list of paper feature selection for text classification

Size: 3.91 KB - Last synced: 18 days ago - Pushed: about 4 years ago - Stars: 5 - Forks: 1