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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

SayamAlt / Global-News-Headlines-Text-Summarization

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Successfully established a text summarization model using Seq2Seq modeling with Luong Attention, which can give a short and concise summary of the global news headlines.

natural-language-processing text-generation text-summarization attention-mechanism seq2seq-model luong-attention text-tokenization model-inference model-architecture-and-implementation data-exploration-and-preprocessing
  • Updated May 6, 2024
  • Jupyter Notebook

SayamAlt / English-to-Spanish-Language-Translation-using-Seq2Seq-and-Attention

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Successfully established a Seq2Seq with attention model which can perform English to Spanish language translation up to an accuracy of almost 97%.

natural-language-processing language-translation exploratory-data-analysis text-generation neural-machine-translation attention-model attention-is-all-you-need text-preprocessing luong-attention text-tokenization seq2seq-modeling fine-tuning-bert bert-transformer hugging-face-transformers model-inference model-architecture-and-implementation model-training-and-evaluation
  • Updated May 6, 2024
  • Jupyter Notebook

Daseinintheworld / seq2seq-encoder-decoder-rnn-with-luong-gpattention-buddhist-lexicon-inspired

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The modelling pipeline aims to replicate the translation forum conducted in the imperial courts and the likes of which were rigorously formalised since the times of Dao’an 道安. As described in scholarly texts like translation of T 1543 Abhidharma-jñānaprasthāna-śāstra in 383 AD in Chang’an 長安.

nlp transliteration chinese buddhism sanskrit phonetic-transcriptions luong-attention encoder-decoder-rnn
  • Updated Oct 20, 2025
  • Jupyter Notebook

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