self-attentive-rnn

Here are 12 public repositories matching this topic...

kaushalshetty / Structured-Self-Attention

A Structured Self-attentive Sentence Embedding

visualization deep-learning python3 pytorch classification attention attention-mechanism attention-model sentence-embeddings self-attentive-rnn self-attention attention-weights

Updated Sep 22, 2019
Python

cbaziotis / neat-vision

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Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

visualization nlp natural-language-processing vuejs deep-learning attention deep-learning-library attention-mechanism text-visualization attention-mechanisms deep-learning-visualization self-attentive-rnn self-attention attention-visualization attention-scores

Updated May 4, 2018
Vue

flrngel / Self-Attentive-tensorflow

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Tensorflow implementation of "A Structured Self-Attentive Sentence Embedding"

tensorflow attention self-attentive-rnn self-attention

Updated Sep 8, 2021
Python

timbmg / Structured-Self-Attentive-Sentence-Embedding

Sponsor

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Re-Implementation of "A Structured Self-Attentive Sentence Embedding" by Lin et al., 2017

nlp machine-learning deep-learning sentiment-analysis text-classification pytorch recurrent-neural-networks neural-networks attention yelp-dataset vizualisation self-attentive-rnn self-attention

Updated Apr 25, 2023
Python

Tensorflow-based framework which lists attentive implementation of the conventional neural network models (CNN, RNN-based), applicable for Relation Extraction classification tasks as well as API for custom model implementation

nlp neural-network tensorflow ml cnn lstm classification rnn attention pcnn nlp-machine-learning cnn-model relation-extraction bilstm self-attentive-rnn self-attention cnn-attention rcnn-model

Updated Nov 8, 2023
Python

arianhosseini / MemArchs-in-RNNLM

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attempt at implementing "Memory Architectures in Recurrent Neural Network Language Models" as a part of the ICLR 2018 reproducibility challenge

deep-learning language-modeling rnn-language-model stack-rnn self-attentive-rnn

Updated Dec 23, 2017
Python

arunarn2 / StructuredSelfAttentionTensorflow

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Structured Self Attention implementation in tensorflow

rnn attention-mechanism rnn-tensorflow bilstm self-attentive-rnn self-attention structured-self-attention

Updated Oct 10, 2018
Python

keya-desai / Natural-Language-Processing

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Python implementation of N-gram Models, Log linear and Neural Linear Models, Back-propagation and Self-Attention, HMM, PCFG, CRF, EM, VAE

natural-language-processing n-grams log-linear-model em-algorithm hmm-viterbi-algorithm crf-model self-attentive-rnn self-attention pcfg vae-implementation

Updated Aug 20, 2020
Python

yaya-1302 / SAN-HeadlineClickBait

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Aplikasi ini dibuat untuk membantu pengguna dalam menentukan apakah sebuah berita yang ingin dibaca termasuk clickbait atau bukan.

indonesian-language self-attentive-rnn clickbait-detection

Updated Jan 2, 2023
CSS

shikhararyan / Text-Classification-Transformer-Model-

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This sentiment analysis model utilizes a Transformer architecture to classify text sentiment into positive, negative, or neutral categories with high accuracy. It preprocesses text data, trains the model on the IMDB dataset, and effectively predicts sentiment based on user input.

deep-learning transformer padding nlp-machine-learning tokenization self-attentive-rnn label-encoding