siamese-lstm
Here are 22 public repositories matching this topic...
Exploratory data anlaysis and machine learning modelling detecting for duplicate question pairs.
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Jul 23, 2018 - HTML
Detecting Quora duplicate questions using a Siamese LSTM.
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Feb 10, 2021 - Jupyter Notebook
The Facenet paper of 2015 proposed an interesting solution for huge multiclass problems. Instead of the traditional approach, we try to learn a similarity function i.e. degree of difference between 2 inputs. If the degree of difference between the inputs is less than a threshold then the inputs are classified as similar else different.
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Oct 30, 2020 - Jupyter Notebook
An attempt at https://www.kaggle.com/c/quora-question-pairs
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Mar 23, 2019 - Jupyter Notebook
This repository contains keras implementation of the paper Learning Sentence Similarity with Siamese Recurrent Architectures
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Feb 26, 2019 - Python
Bachelor Thesis Project
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Apr 16, 2022 - Jupyter Notebook
Text Classification using Few-Shot Learning with few labeled examples.
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Jan 4, 2021 - Jupyter Notebook
This repositpory entails an implementation of a Deep Learning Pipeline that can be used to evaulate the semantic similarity of two sentenences using Siamese LSTM Neural Network.
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Apr 12, 2022 - Jupyter Notebook
Anomaly Classification in Time Series Data
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Jul 12, 2020 - Jupyter Notebook
Theano implementation of siamese LSTMs for evaluating semantic similarity between sentences.
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Sep 1, 2018 - OpenEdge ABL
Siamese LSTM and Bert Transformers for evaluating similarity between sentences of the Quora Question Pairs Dataset.
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Jul 6, 2022 - Jupyter Notebook
Text Classification Using Siamese Neural Networks - Contrastive Loss, Triplet Loss. This architecture works well when the training data is less.
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May 27, 2021 - Jupyter Notebook
Three models are implemented for text similarity classification/STS problem on Quora Question Pairs dataset.
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Mar 21, 2022
Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".
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Oct 16, 2017 - Python
A Mention-Ranking Model for Abstract Anaphora Resolution
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Jul 18, 2018 - Python
Keras implementation (tensorflow backend) of natural language inference
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Apr 16, 2019 - Python
A Keras Implementation of Attention_based Siamese Manhattan LSTM
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Jun 1, 2018 - Python
Siamese-LSTM PyTorch Implementation for cikm 2018
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Aug 24, 2018 - Python
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