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jiesutd / Text-Attention-Heatmap-Visualization

Plot the vector graph of attention based text visualisation

heatmap vector-graphics attention-lstm attention-visualization text-visualisation text-heatmap vectogram

Updated Apr 12, 2019
Python

hate-alert / HateXplain

Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.

detection lstm offensive bias hatespeech hate-speech interpretable-deep-learning attention-lstm bert-model explainability bert-fine-tuning

Updated Jun 12, 2023
Python

Data-Science-kosta / Speech-Emotion-Classification-with-PyTorch

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This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.

parallel cnn pytorch transformer spectrogram data-augmentation awgn speech-emotion-recognition stacked attention-lstm mel-spectrogram ravdess-dataset

Updated Nov 10, 2022
Jupyter Notebook

monk1337 / Various-Attention-mechanisms

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This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention etc in Pytorch, Tensorflow, Keras

keras pytorch attention attention-mechanism attention-model attention-mechanisms bahdanau-attention self-attention attention-lstm multi-head-attention hierarchical-attention sentence-attention luong-attention attention-network scaled-dot-product-attention

Updated Sep 23, 2021
Python

hjian42 / automatic-personality-prediction

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

deep-learning text-classification keras cnn recurrent-neural-networks lstm rnn attention convolutional-neural-networks attention-mechanism cnn-keras personality dialogue-data attention-lstm

Updated Dec 8, 2022
Python

netik1020 / Concise-iPython-Notebooks-for-Deep-learning

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Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

deep-neural-networks text-classification word-embeddings snapshot image-processing text-generation autoencoder image-classification deeplearning text-processing image-segmentation semantic-relationship-extraction keras-neural-networks u-net bi-lstm-crf intent-classification attention-lstm inception-architecture unet-keras

Updated Aug 9, 2019
Jupyter Notebook

345ishaan / im2latex

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Tensorflow Implementation of Im2Latex

nlp tensorflow attention-mechanism bidirectional-lstm attention-model image2latex im2latex attention-lstm webdemo im2markup

Updated Apr 1, 2017
CSS

ramtiin / Attention-Based-LSTM-Network-for-Predicting-Times-Series

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Forex price movement forecast

machine-learning deep-learning market forex lstm stock-price-prediction forcast attention-lstm bitcoin-price-prediction colab-notebook

Updated Sep 15, 2021
Jupyter Notebook

kaelzhang / DA-RNN-in-Tensorflow-2-and-PyTorch

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A Tensorflow 2 (Keras) implementation of DA-RNN (A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction, arXiv:1704.02971)

deep-learning tensorflow pytorch rnn attention time-series-prediction attention-lstm tensorflow2

Updated May 2, 2024
Jupyter Notebook

junyongyou / Attention-boosted-deep-networks-for-video-classification

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This is a implementation of integrating a simple but efficient attention block in CNN + bidirectional LSTM for video classification.

video-classification attention-lstm

Updated Aug 2, 2024
Python

sdnr1 / EBIM-NLI

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Enhanced BiLSTM Inference Model for Natural Language Inference

natural-language-processing lstm rnn attention natural-language-inference attention-lstm

Updated May 23, 2018
Jupyter Notebook

mjDelta / attention-mechanism-keras

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attention mechanism in keras, like Dense and RNN...

attention-mechanism attention-model attention-lstm attention-visualization

Updated May 11, 2018
Python

kyegomez / MGQA

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The open source implementation of the multi grouped query attention by the paper "GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints"

artificial-intelligence attention attention-mechanism attention-is-all-you-need attention-mechanisms multimodal attention-lstm attentio gpt4 multiqueryattention