ArashNasrEsfahani/NLU-with-BiLSTM-on-MASSIVE-Dataset

An NLU project that uses LSTM models to classify a user's intent and extract key information (slots) from text in the MASSIVE dataset.

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kowshik14/FakeNewsDetection-TweetGuard

TweetGuard combines Transformer and Bi-LSTM architectures to detect fake news on Twitter. Using the 'TruthSeeker' dataset and BERTweet tokenization, it outperforms traditional models, setting a new standard for detecting misinformation across multiple datasets.

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khushnood-rafique/Ontology-Learning-Applications-of-Knowledge-Base-Construction

We demonstrate how a trained bidirectional long short-term memory or bi- LSTM neural network model can be used to construct knowledge bases in accordance with the exact ISO26262 definitions as defined in the GENIAL! Basic Ontology.

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AmirolAhmad/bi-lstm_attention

Bi-LSTM + Attention mechanism

Language: Python - Size: 12.7 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

wasim004/FAME

Official code for FAME: A lightweight spatio-temporal framework for Deepfake Model Attribution using VGG-based feature extraction and temporal attention. Outperforms prior methods across DFDM, FF++, and FakeAVCeleb datasets.

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mark-eskander/SenalyZer-Sentiment-Analysis-Classification-Scrapper

Whether you are Customer or Seller, Enhance Your Experience using Senalyzer.

Language: C# - Size: 35.4 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

guillaumegenthial/sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

Language: Python - Size: 54.7 KB - Last synced at: 4 months ago - Pushed at: almost 5 years ago - Stars: 1,948 - Forks: 703

luopeixiang/named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

Language: Python - Size: 28.2 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 2,208 - Forks: 536

Tasneem-Selim-Researcher/Engagement-Detection-Using-Hybrid-EfficientNetB7-Together-With-TCN-LSTM-and-Bi-LSTM

Students Engagement Detection Using Hybrid EfficientNetB7 Together With TCN, LSTM, and Bi-LSTM (DAiSEE and VRESEE datasets)

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xga0/DisasterTweetPrediction

Kaggle Competition: Real or Not? NLP with Disaster Tweets.

Language: Python - Size: 37.1 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

deepraj21/Predictbay

PredictBay is an innovative project that aims to revolutionize decision-making in investment strategies through intelligent forecasting. Our platform utilizes advanced machine learning algorithms to provide accurate predictions for stocks from all over the world.

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xiaobaicxy/text-classification-BiLSTM-Attention-pytorch

文本分类， 双向lstm + attention 算法

Language: Python - Size: 4.88 KB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 90 - Forks: 8

JaspreetSingh-exe/Personality-Prediction-Using-Deep-Learning

The project aims to predict MBTI personality types based on text data using deep learning models. It leverages LSTMs, Bi-Directional LSTMs, and BERT to enhance classification accuracy.

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naveenmarthala/Handwritten-word-recognition-OCR----IAM-dataset---CNN-and-BiRNN

handwritten word recognition with IAM dataset using CNN-Bi-LSTM and Bi-GRU implementation.

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Kavya-sree/Cyberbullying-classification

classify text data into different cyberbullying categories.

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jakub-galazka/asmscan-bilstm

Bidirectional LSTM model for detection of amyloid signaling motifs.

Language: Python - Size: 156 MB - Last synced at: 20 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

shubham99bisht/Expense-Tracker

Key Information Extraction from Scanned Receipts: The aim of this project is to extract texts of a number of key fields from given receipts, and save the texts for each receipt image in a JSON file.

Language: CSS - Size: 75.2 MB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 15 - Forks: 11

thucdx/TSleep

Automated Sleep Stage Scoring using Deep Learing

Language: Python - Size: 438 KB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 3

hank-chu/YouTube-View-Prediction-Using-Bi-LSTM

此專案利用自然語言處理 (NLP) 和雙向 LSTM (Bi-LSTM) 深度學習模型,利用 YouTube 影片的標題來預測影片的點閱數。這個專案旨在幫助內容創作者了解哪些影片可能會受歡迎,並提供一種有效的解決方案來預測影片的流量。

Language: Python - Size: 1.1 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

MrfoxAK/Evaluate-Lip-reading-using-Deep-Learning-Techniques.

This paper explores Silent Sound Technology, focusing on its potential to enhance communication in noisy environments through lip-reading and deep learning, with applications in hearing aids and security.

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elskow/PuskesmasSbyAnalysis

This project were purposed to analyze the citizen sentiment of each puskesmas in Surabaya. The data were scrapped from Google Maps. The target were detecting absolute positive and absolute negative sentiment

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SeyedMuhammadHosseinMousavi/SDG_by_BI_LSTM

Synthetic Data Generation by Bi-LSTM Algorithm

Language: MATLAB - Size: 3.91 KB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Di40/NeuralDependencyParsing-ArcEager

Natural Language Processing: Neural dependency parsing with BiLSTM and BERT.

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SiddiquiZainab/Song-Lyrics-Generation-Model

A machine learning model for generating song lyrics using advanced neural network techniques. This model leverages Bi-directional LSTM to create coherent and creative lyrics in various styles.

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chrisp018/k8s-resource-recommendations-system

A custom autoscaler using Bi-LSTM model.

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Cuongvn08/An-Efficient-Framework-for-Vietnamese-Sentiment-Analysis

This paper consists of all source codes related to the paper "An Efficient Framework for Vietnamese Sentiment Analysis", SOMET 2020.

Language: Python - Size: 44 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 2

parikshit-adhikari/opinix

project that analyses the sentiments of customers in a visually appealing way

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cuteboydot/Learning-Natural-Language-Inference-using-Bidirectional-LSTM-model-and-Inner-Attention

Implementation of sentence comparison model using inner attention

Language: Python - Size: 1020 KB - Last synced at: 8 months ago - Pushed at: about 7 years ago - Stars: 6 - Forks: 4

joelthe1/sequence_tagging Fork of guillaumegenthial/sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

Language: Python - Size: 1.98 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

hci-lab/LearningMetersPoems

Official repo of the article: Yousef, W. A., Ibrahime, O. M., Madbouly, T. M., & Mahmoud, M. A. (2019), "Learning meters of arabic and english poems with recurrent neural networks: a step forward for language understanding and synthesis", arXiv preprint arXiv:1905.05700

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atelili/2BiVQA

2BiVQA is a no-reference deep learning based video quality assessment metric.

Language: Python - Size: 64.4 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 27 - Forks: 6

EdwinBaek/HyMalD

Hybrid Malware Detection Based on Bi-LSTM and SPP-Net for Smart IoT

Language: Python - Size: 23.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

coder1098/Next-Word-Predictor

It is simple project created using flask to predict the next word the user will write like on google search engine with the help of LSTM model

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sharshitha1606/Fake_News_Detection_With_Explainable_AI_Using_Lime

Comparative Analysis of Bi-Directional Long Short-Term Memory and BERT Models for Fake News Detection with Explainable AI Using Lime

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joanitolopo/MultiTSF-Encoder-Decoder

This is repository code of paper "Enhancing Multi-Output Time Series Forecasting with Encoder-Decoder Networks"

Language: Python - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

shaanguptaa/Named-Entity-Recognition

Classify Named Entities from text using Bi-directional LSTM model

Language: PureBasic - Size: 7.08 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Anashaneef/clickbait-headline-classification

Project the performance of three deep learning algorithms namely LSTM, Bi-LSTM, and GRU in performing clickbait news headline classification.

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slaysd/pytorch-sentiment-analysis-classification

A PyTorch Tutorials of Sentiment Analysis Classification (RNN, LSTM, Bi-LSTM, LSTM+Attention, CNN)

Language: Jupyter Notebook - Size: 12.9 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 249 - Forks: 38

GaoQ1/ner-slot_filling

中文自然语言的实体抽取和意图识别（Natural Language Understanding），可选Bi-LSTM + CRF 或者 IDCNN + CRF

Language: Python - Size: 1.36 MB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 176 - Forks: 45

SendongZhao/RNN-for-tagging

Language: Python - Size: 741 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 2

cwwdaniel/invoice-text-classification

Semantic Enrichment, Data Augmentation and Deep Learning for Boosting Invoice Text Classification Performance: A Novel Natural Language Processing Strategy

Size: 68.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

akifhasan32187/transformer-model-optimization-bert

Language: Jupyter Notebook - Size: 3.49 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

hasanerdemak/NLP-Music-Genre-Classification

Music Genre Classification with Turkish Lyrics

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OsamaAlhalabi/Fake-news-classification

Fake News Classification using bi-LSTM model.

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patrikasvanagas/Bi-LSTM-Glove-Sentiment-Classification

End-to-end review sentiment classification with text preprocessing, Bidirectional Long Short-Term Memory networks and Glove embeddings.

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deepankarvarma/SMS-Spam-Detection-using-NLP

This repository contains the code for building a spam detection system for SMS messages using deep learning techniques in TensorFlow2. Three different architectures, namely Dense Network, LSTM, and Bi-LSTM, have been used to build the spam detection model. The final model has been deployed as a Streamlit app to showcase its working.

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ajaykumarvarma/Doctor-Handwriting-Recognition

doctor_prescription_recognization_using_DeepLearning project for epics

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arthtalati/Deep-Learning-based-Authorship-Identification

Authorship Identification for Reuters C50-50 dataset. Comparision between LSTM, GRU, Bi-LSTM models and also highlights use of 50 different stylometry features for classification.

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DeterjoSimon/NER_project

This is a special course made with DTU in collaboration with Silvi.ai. The aim is to benchmark DL models in the task of NER for biomedical papers.

Language: Python - Size: 1.63 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mohdahmad242/MeToo-1

MeToo: Sentiment Analysis using Neural Networks. IEEE BigMM 2020 (2020)

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onurgu/ner-tagger-dynet

See http://github.com/onurgu/joint-ner-and-md-tagger This repository is basically a Bi-LSTM based sequence tagger in both Tensorflow and Dynet which can utilize several sources of information about each word unit like word embeddings, character based embeddings and morphological tags from an FST to obtain the representation for that specific word unit.

Language: sed - Size: 230 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 24 - Forks: 10

JayeshSuryavanshi/Sentiment-Analysis-IMDb-Reviews

In this project, RNN-based models were used to detect sentiment (i.e. detect if a sentence is positive or negative) using PyTorch and TorchText. This was done on movie reviews, using the IMDb dataset.

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atfortes/Sentence-Sentiment-Classification

Bi-LSTM with Attention performs sentence-level sentiment classification on Stanford Sentiment Treebank dataset

Language: Python - Size: 16.1 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

YaoxiangLi/protein-classification

:octocat: Implementation of LSTM, Bi-LSTM, GRU models for protein sequence classification.

Language: Python - Size: 71.6 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 0

spacewalk01/cnn-lstm-for-link-prediction

Keras implementation of path-based link prediction model for knowledge graph completion

Language: Python - Size: 53.7 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 18 - Forks: 8

ThanhChinhBK/Ner-BiLSTM-CNNs

Named Entity Recognition with Bidirectional LSTM-CNNs

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shashankpr/DeepSleep

Sleep stage classification using BCG-based pressure signals and residual-biLSTM networks

Language: Python - Size: 37.3 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 2

pAciFic132/Multi-Class-Text-Classification

Bi-LSTM, BERT Network을 사용한 한국어 문장 분류

Language: Jupyter Notebook - Size: 42.5 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

akanyaani/Phrase_Extraction_Bi-LSTM

Phrase Extraction using Bi Directional LSTM

Language: Python - Size: 15.6 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 11 - Forks: 0

hamza1886/bidirectional-lstm

Text classification on IMDB dataset using Keras and Bi-LSTM network

Language: Python - Size: 240 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

richecr/ProjetoCrowd4City

Repositório para desenvolver as atividades realizadas para o projeto do LSI - Crowd4City

Language: Jupyter Notebook - Size: 259 MB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

kanchanchy/Fake-News-Detection-BiLSTM

Fake News Detection with a Bi-directional LSTM in Keras

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lprtk/forecast-hourly-traffic-volume

Forecast hourly interstate 94 traffic volume with different Deep Learning approaches

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dattu24/Major_Project_Group_11

Language: Jupyter Notebook - Size: 65.8 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

janerjzou/image_caption_multi-label_classification

Apply EfficientNet-B4 and Bi-LSTM to classify images based on image information and caption into multiple labels.

Language: Jupyter Notebook - Size: 906 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

dwissaaj/DeepLearning_Sentiment_Analysis

Model Sentiment Analysis Bi-LSTM

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milad-s5/DL_HW3_RNN

Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

hakansivuk/Music-Generation-From-Posters

The aim of our project is to, first, predict the genre of a movie poster, then, produce a suitable soundtrack for the predicted genre. A machine learning pipeline is used which consists of two machine learning models.

Language: Jupyter Notebook - Size: 3 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

NAVANEETHELITE/NER_USING_BI-LSTM

Named Entity Recognition (NER) is a task of Natural Language Processing to identify the named entities in a certain piece of text, Eg: Name of a person, Name of an organization, etc..I have used BI-LSTM model for this task.

Language: Jupyter Notebook - Size: 24.9 MB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

nducthang/Pos-tagging-tensorflow

POS problem with BiLSTM algorithm on Tensorflow 1.xx, language: Vietnamese , backend web with Flask

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wonkwonlee/dacon-ai-writing-style-classification

DACON 소설 작가 분류 AI 경진대회

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valerija-h/Remedi

Undergraduate Dissertation (University of Malta) 2019/20 - 'Remedi: A Medical Information Extraction System'

Language: Python - Size: 93.7 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

pAciFic132/Sentence-Detection

Neural sentence embedding using only in-domain sentences for out-of-domain sentence detection in dialog systems

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bmanczak/dl_practicals

This repo is devoted to the pracicals of the course Deep Learning (5204DLFV6Y) realised at the Univeristy of Amsterdam, Fall 2020.

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kayfuku/Named-Entity-Recognition-LSTM-BERT

Named Entity Recognition with LSTM, Bi-LSTM, and BERT

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Alymostafa/Wikipedia-Text-Classification

Language: Jupyter Notebook - Size: 307 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 2

MrRaghav/dcu_practicum_2019-20

Natural Language Processing (classification and machine translation) codes and analysis done for the year long practicum in Dublin City University (2019-20)

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devam2905/spam-ham-practice

Language: Jupyter Notebook - Size: 1.31 MB - Last synced at: 27 days ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

phreakyphoenix/Image-Captioning-Pytorch

Image Captioning using CNN-RNN architecture made with :heart: in Pytorch. Do :star2: he repo if you find it useful :rocket:

Language: Jupyter Notebook - Size: 124 MB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

thanhlt998/ner-bi-lstm-crf

NER with Bi-LSTM-CRF

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sbdzdz/hate-tweet

Detecting hate speech in tweets using bag-of-trick models and bi-LSTM networks.

Language: Python - Size: 149 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 1

nicola-decao/bi-LSTM-dependency-parsing

Bidirectional LSTM for dependency parsing in python: Disjoint predictions and complete classification accuracy in automated dependency parsing

Language: Perl - Size: 19.8 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 3