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Mar 16, 2024 - Python
back-translation
Here are 17 public repositories matching this topic...
Common approaches to text augmentation, from random text-editing perturbations, back translation, to model-based transformations.
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Dec 27, 2021 - Jupyter Notebook
Code associated with the "Enhanced Cognitive Distortions Detection and Classification through Data Augmentation Techniques" paper
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Aug 25, 2024 - Jupyter Notebook
A text generation library to paraphrase image captions using back translations or transfer learning.
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Jan 4, 2021 - Python
BackTranslation Experiment
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Jan 7, 2024 - Python
Noise Identification, Noise reduction, and Sentiment Analysis on Bangla Noisy Texts
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Jul 29, 2024 - Jupyter Notebook
This repo offers a Python script using NLPAug library & RTT to augment text datasets. It processes TXT files in "data/" folder, translating text and creating augmented versions. Augmented data enhances NLP tasks like chatbot training & text classification. Includes overview of techniques, applications & implementation.
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Apr 13, 2023 - Python
Low resource language machine translation(az,be,tr -> en).
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Nov 10, 2018 - Python
A PyTorch implementation of a transformer network trained using back-translation
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May 13, 2019 - Python
An attempt to make Back-Translation differentiable, using probability weighted embeddings for predicted translations in the nucleus of the predicted distribution over target language sentences.
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Sep 7, 2020 - Python
Low resource machine translation using Transformers and Iterative Back translation
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Apr 24, 2020 - Python
Implementing 5 Different Approaches To Augmenting Data For Natural Language Processing Tasks.
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Oct 25, 2022 - Jupyter Notebook
Source code and data for paper ``Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing" in ACL 2020.
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Sep 28, 2022 - Python
Bangla Text Augmentation
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Aug 30, 2023 - Jupyter Notebook
Cross-lingual Language Model (XLM) pretraining and Model-Agnostic Meta-Learning (MAML) for fast adaptation of deep networks
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Mar 26, 2021 - Jupyter Notebook
Data Augmentation by Backtranslation (DAB) ヽ( •_-)ᕗ
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Jun 20, 2022 - Jupyter Notebook
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