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Projects in Awesome Lists tagged with sequence-to-sequence

A curated list of projects in awesome lists tagged with sequence-to-sequence .

https://github.com/facebookresearch/large_concept_model

Large Concept Models: Language modeling in a sentence representation space

language-models nlp pytorch seq2seq sequence-to-sequence

Last synced: 14 May 2025

https://github.com/Delta-ML/delta

DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/

asr custom-ops deep-learning emotion-recognition front-end inference nlp nlu ops seq2seq sequence-to-sequence serving speaker-verification speech speech-recognition tensorflow tensorflow-lite tensorflow-serving text-classification text-generation

Last synced: 07 Apr 2025

https://github.com/cluebenchmark/cluener2020

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

albert bert chinese chinese-ner chinesener dataset fine-grained-ner named-entity-recognition ner roberta seq2seq sequence-labeling sequence-to-sequence

Last synced: 08 Apr 2025

https://github.com/athena-team/athena

an open-source implementation of sequence-to-sequence based speech processing engine

asr ctc deployment sequence-to-sequence speaker-recognition speech-recognition speech-synthesis tensorflow transformer tts unsupervised-learning wfst

Last synced: 21 Jul 2025

https://github.com/microsoft/renderformer

Official Code Release for [SIGGRAPH 2025] RenderFormer: Transformer-based Neural Rendering of Triangle Meshes with Global Illumination

3d 3d-graphics global-illumination neural-rendering pytorch renderer renderformer rendering sequence-to-sequence transformer

Last synced: 01 Mar 2026

https://github.com/edinburghnlp/nematus

Open-Source Neural Machine Translation in Tensorflow

machine-translation mt neural-machine-translation nmt sequence-to-sequence

Last synced: 14 Jan 2026

https://github.com/EdinburghNLP/nematus

Open-Source Neural Machine Translation in Tensorflow

machine-translation mt neural-machine-translation nmt sequence-to-sequence

Last synced: 02 May 2025

https://github.com/bshao001/chatlearner

A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.

beam-search chatbot deep-learning nmt nmt-model python rule-based seq2seq-model sequence-to-sequence tensorflow tensorflow-chatbot

Last synced: 05 Apr 2025

https://github.com/thudm/kobe

Towards Knowledge-Based Personalized Product Description Generation in E-commerce @ KDD 2019

generative-models knowledge-graph personalization sequence-to-sequence text-generation

Last synced: 08 Apr 2025

https://github.com/MousaviSajad/ECG-Heartbeat-Classification-seq2seq-model

Inter- and intra- patient ECG heartbeat classification for arrhythmia detection: a sequence to sequence deep learning approach

biosignals cnn deep-learning ecg ecg-heartbeat-classification sequence-to-sequence tensorflow

Last synced: 13 Apr 2025

https://github.com/zhongkaifu/seq2seqsharp

Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported, cross-platforms (Windows, Linux, x86, x64, ARM), multimodal model for text and images and so on.

attention-model cuda deep-learning encoder-decoder gpu image lstm machine-translation neural-network seq2seq sequence-to-sequence tensor text transformer transformer-architecture transformer-encoder translation vision-transformer

Last synced: 04 Apr 2025

https://github.com/posenhuang/npmt

Towards Neural Phrase-based Machine Translation

fairseq lua machine-translation neural-machine-translation npmt sequence-to-sequence swan torch

Last synced: 14 Apr 2025

https://github.com/lyh-yf/mwptoolkit

MWPToolkit is an open-source framework for math word problem(MWP) solvers.

deep-learning graph-to-tree math-word-problem pretrained-language-model pytorch sequence-to-sequence sequence-to-tree

Last synced: 08 Oct 2025

https://github.com/hamelsmu/seq2seq_tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence

Last synced: 16 Mar 2025

https://github.com/hamelsmu/Seq2Seq_Tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence

Last synced: 26 Mar 2025

https://github.com/arian-askari/ChatGPT-RetrievalQA-CIKM2023

A dataset for training/evaluating Question Answering Retrieval models on ChatGPT responses with the possibility to training/evaluating on real human responses.

ai chatgpt chatgpt-information-retrieval chatgpt-ir data-augmentation dataset deep-learning gpt-3 gpt2 gpt3 information-retrieval information-retrieval-chatgpt ir ir-chatgpt machine-learning nlp openai python sequence-to-sequence text-retrieval

Last synced: 27 Mar 2025

https://github.com/thudm/kbrd

Towards Knowledge-Based Recommender Dialog System @ EMNLP 2019

dialog-systems knowledge-graph recommender-systems sequence-to-sequence

Last synced: 10 Apr 2025

https://github.com/wikunia/he2latex

Converting handwritten equations to LaTeX

convolutional-neural-networks ocr-recognition sequence-to-sequence

Last synced: 17 Mar 2025

https://github.com/unilight/seq2seq-vc

A sequence-to-sequence voice conversion toolkit.

sequence-to-sequence text-to-speech voice-conversion

Last synced: 14 Apr 2025

https://github.com/VinAIResearch/BARTpho

BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese (INTERSPEECH 2022)

bart bartpho pretrained-models sequence-to-sequence text-summarization vietnamese-nlp

Last synced: 25 Sep 2025

https://github.com/yuantinghsieh/tf_tcn

Tensorflow Temporal Convolutional Network

convolutional-neural-networks sequence-to-sequence tensorflow

Last synced: 25 Mar 2025

https://github.com/rucaibox/mvp

This repository is the official implementation of our paper MVP: Multi-task Supervised Pre-training for Natural Language Generation.

data-to-text dialog multi-task-learning natural-language-generation natural-language-processing nlg nlp plm pre-trained-model question-answering question-generation seq2seq sequence-to-sequence story-generation summarization text-generation

Last synced: 15 Feb 2026

https://github.com/RUCAIBox/MVP

This repository is the official implementation of our paper MVP: Multi-task Supervised Pre-training for Natural Language Generation.

data-to-text dialog multi-task-learning natural-language-generation natural-language-processing nlg nlp plm pre-trained-model question-answering question-generation seq2seq sequence-to-sequence story-generation summarization text-generation

Last synced: 09 May 2025

https://github.com/chinmayrane16/depression-chatbot

Feeling Depressed? Feeling Suicidal? Want to give up? Try Depression-Chatbot!

chatbot depression-assistant-chatbot depression-therapy flask sequence-to-sequence tensorflow

Last synced: 17 Mar 2025

https://github.com/Chinmayrane16/Depression-Chatbot

Feeling Depressed? Feeling Suicidal? Want to give up? Try Depression-Chatbot!

chatbot depression-assistant-chatbot depression-therapy flask sequence-to-sequence tensorflow

Last synced: 07 May 2025

https://github.com/qznan/qiznlp

Quick run NLP in many task 快速运行分类、序列标注、匹配、生成等NLP任务的Tensorflow框架 (中文 NLP 支持分布式）

beam-search chinese classification horovod match nlp sequence-labeling sequence-to-sequence tensorflow

Last synced: 10 Apr 2025

https://github.com/Qznan/QizNLP

Quick run NLP in many task 快速运行分类、序列标注、匹配、生成等NLP任务的Tensorflow框架 (中文 NLP 支持分布式）

beam-search chinese classification horovod match nlp sequence-labeling sequence-to-sequence tensorflow

Last synced: 09 May 2025

https://github.com/cifkao/ismir2019-music-style-translation

The code for the ISMIR 2019 paper “Supervised symbolic music style translation using synthetic data”.

deep-learning ismir music music-information-retrieval sequence-to-sequence tensorflow

Last synced: 15 Apr 2025

https://github.com/peri044/stt

A multi-task model which does image captioning, sentence paraphrasing and cross-modal retrieval.

common-vector-space cross-modal-retrieval deep-learning image-captioning sentence-paraphrasing sequence-to-sequence

Last synced: 15 Mar 2026

https://github.com/smartdataanalytics/kg-copy_network

Implementation of the paper: Using a KG-Copy Network for Non-Goal Oriented Dialogues

deeplearning dialogue-systems encoder-decoder end-to-end sequence-to-sequence

Last synced: 11 Jul 2025

https://github.com/keon/seq2seq-tensorflow

[In-Progress] Tensorflow implementation of Sequence to Sequence Learning with Neural Networks

deep-learning sequence-to-sequence

Last synced: 09 Apr 2025

https://github.com/daveshap/keras_asr

ASR experiment using Google's Universal Sentence Encoder

asr keras seq2seq sequence-to-sequence speech-recognition speech-to-text universal-sentence-encoder

Last synced: 14 Jul 2025

https://github.com/jundaf2/gpu-tensor-permute

permute sequence data on GPU with high bandwidth

cuda gpu-acceleration sequence-to-sequence

Last synced: 13 Apr 2025

https://github.com/rohith-2/chaos-game-representation_bioseq

Representation of Bio Sequences via Chaos Game and using the same to find similarities

bio-sequences bioinformatics chaos chaos-game chaos-game-representation gui sequence-to-sequence similarity-measurement streamlit

Last synced: 23 Jan 2026

https://github.com/ashnkumar/sumz_seq2seq

The model code for the chrome extension (Sumz) that implements a sequence to sequence model for summarizing Amazon reviews, using Tensorflow 1.1 and the Amazon Fine Foods reviews dataset.

amazon chrome-extension deep-learning rnn-tensorflow sequence-to-sequence tensorflow

Last synced: 13 May 2025

https://github.com/anuprulez/clade_prediction

Sequence generation/sequence to sequence learning using amino acid sequences of Corona virus (SARS-COV2) by training on generative adversial network (GAN)

amino-acid-sequence deep-learning gan sars-cov-2 sequence-to-sequence tensorflow2

Last synced: 03 Jul 2025

https://github.com/widdowquinn/ncfp

Program and package that retrieves nucleotide coding sequences from NCBI that correspond to a set of input protein sequences.

backtranslation bioinformatics ncbi protein-to-nucleotide sequence-to-sequence uniprot

Last synced: 11 Jun 2025

https://github.com/shaheennabi/time-series-related-practices-and-mini-projects

ChatGPT 🎇 Time Series Forecasting Experiments 🎆 A collection of hands-on experiments with time series data 📊, featuring models like ARIMA, LSTM, and Prophet. 🚀 From data preprocessing to forecasting, explore real-world applications like stock predictions and weather forecasting 🌍. Continuously updated with new techniques and models for better

arima-forecasting autoarima sarimax sequence-to-sequence time-series-forecasting

Last synced: 06 Jan 2026

https://github.com/leitro/simplest_seq2seq

The simplest seq2seq implementation based on encoder-decoder using TensorFlow 1.3

encoder-decoder seq2seq sequence-to-sequence tensorflow

Last synced: 25 Apr 2026

https://github.com/fperraudeau/gphmm

Generalized Pair Hidden Markov Chain Model (GPHMM)

hmm hmm-model hmm-viterbi-algorithm sequence-alignment sequence-to-sequence

Last synced: 12 Sep 2025

https://github.com/singhxtushar/anuvadak

This Project is based on multilingual Translation by using the Transformer with an encoder-decoder architecture along with the multi-head self-attention layers with the positional encoding and embedding for better result and accuracy. Overall, this model converts the English to French language using various Techniques of NLP and DL.

attention-mechanism encoder-decoder-architecture language-translator multilingual-models multilingual-translations nlp sequence-to-sequence transformers

Last synced: 12 Nov 2025

https://github.com/c-vandenberg/aizynthfinder-seq2seq-transformer

Research project and literature review focused on integrating SMILES-based retrosynthesis using attention-based encoder-decoder and transformer models into AstraZeneca’s AiZynthFinder retrosynthetic planning tool.

astrazeneca chemical-reactions cheminformatics chemistry machine-learning sequence-to-sequence transformer

Last synced: 10 Sep 2025

https://github.com/lgirrbach/hard-attention-transducer

End-to-end trainable autoregressive and non-autoregressive transducers using hard attention

end-to-end hard-attention sequence-to-sequence transducers transduction

Last synced: 22 Jul 2025

https://github.com/labackdoor/rope-t5

A from-scratch implementation of a T5 model modified with Rotary Position Embeddings (RoPE). This project includes the code for pre-training on the C4 dataset in streaming mode with Flash Attention 2.

c4-dataset evaluation-benchmark flash-attention from-scratch huggingface language-model llm nlp pre-training pytorch rope rotary-position-embedding sequence-to-sequence span-corruption t5

Last synced: 22 Jun 2026

https://github.com/rick-feng-u/deep-learning-models-for-structured-data

This is the repo for my fourth year Honour Thesis project repository

classfication-model deep-learning machine-learning sequence-to-sequence

Last synced: 08 Aug 2025

https://github.com/razamehar/machine-translation

A machine translation project featuring RNN-based Seq2Seq, Transformer model, and pretrained models for translating English to Spanish and Urdu.

gated-neural-network helsinki-nlp machine-translation python3 recurrent-neural-networks sequence-to-sequence transformer

Last synced: 17 May 2026

https://github.com/afauzulh/generative-chatbot-preliminary-study

Preliminary study of open-domain generative chatbot using Sequence-to-sequence

chatbot deep-learning docker generative-ai preliminary-analysis sequence-to-sequence tensorflow

Last synced: 10 May 2026

https://github.com/torinriley/spellcheck

character-level spell-checking model that transforms misspelled words into their corrected forms using sequence-to-sequence learning.

sequence-to-sequence spell-check transformer

Last synced: 17 Jun 2026

https://github.com/afauzulh/generative-chatbot-lstm-mi

Improving LSTM Generative Chatbot using Mutual Information to overcome the information loss on Encoder Bottleneck

attention-mechanism chatbot mutual-information pytorch sequence-to-sequence

Last synced: 25 Apr 2026

https://github.com/afrid1045/t5-text-summarization

This project outlines the step-by-step process of fine-tuning and using a T5 Transformer model for text summarization using HuggingFace. It's designed as a learning project to understand tokenizer behavior, sequence-to-sequence modeling, training loops, inference, and practical usage of Transformers in NLP.

deep-learning fine-tuning huggingface machine-learning nlp pytorch sequence-to-sequence t5 text-summarization transformers

Last synced: 01 May 2026

https://github.com/afauzulh/generative-chatbot-seq2seq-baseline

Generative Chatbot using Sequence-to-sequence Deep Learning (including 13 models) for ablation study

ablation-study chatbot deep-learning generative-ai pytorch sequence-to-sequence

Last synced: 01 May 2026

https://github.com/felixkamau/naturallanguageprocessing-nlp-

Welcome to the NLP Learning Repository! This repository is designed for beginners who are eager to dive into the fascinating world of Natural Language Processing (NLP). Here, you'll find a curated collection of resources, tutorials, and projects to help you understand and apply NLP techniques.

nlp python sequence-to-sequence

Last synced: 28 May 2026

https://github.com/afauzulh/generative-chatbot-lstm

Open Domain Generative Chatbot using Sequence-to-sequence LSTM

chatbot deep-learning docker pytorch sequence-to-sequence

Last synced: 08 May 2026

https://github.com/andersonjesusvital/speech-recognition-rnn

Deep learning-based subtitle generation model that processes audio datasets to generate accurate text transcriptions. Includes audio feature extraction, encoder-decoder architecture, training pipelines, and evaluation metrics for subtitle alignment.

deep-neural-networks dnn gated-recurrent-units gru lstm online-speech-recognition recurrent-neural-networks rnn rnn-tensorflow rnnt sequence-to-sequence speech-to-text tensorflow transformer-transducer

Last synced: 30 Jun 2025

https://github.com/pritamgouda11/translation-using-sequence-to-sequence-modelling

Translating Indian Names to Hindi, a sequence-to-sequence modeling task, using character-level conditional language models.

lstm natural-language-processing sequence-to-sequence tokenization translation

Last synced: 15 Mar 2025

https://github.com/fadlia2813/deepchat

🤖 Build and manage AI chat experiences with DeepChat, an open-source platform supporting multiple language models and enhanced search features.

ag-ui ag-ui-protocol agentic-ai agents ai ai-assistant ai-chat chatbot conversation-models deepseek deepseek-chat deepseek-r1 flask llm mcp sequence-to-sequence streamlit tool-calling

Last synced: 13 Apr 2026