There are 3 repositories under quora-question-pairs topic.
Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".
A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
Paraphrase Generation model using pair-wise discriminator loss
The enhanced RCNN model used for sentence similarity classification
The code for our submission in Kaggle's competition Quora Question Pairs which ranked in the top 25%.
BERT Model Fine-tuning on Quora Questions Pairs
CHIP 2019平安医疗科技疾病问答迁移学习比赛baseline,rank7
A siamese LSTM to detect sentence/question pairs.
Paraphrase question identification using Feature Fusion Network (FFN).
Quora Kaggle Competition : Natural Language Processing using word2vec embeddings, scikit-learn and xgboost for training
A Tensorflow BiLSTM-MaxPool Siamese Network for Quora question pairs.
Text pair classification
Three models are implemented for text similarity classification/STS problem on Quora Question Pairs dataset.
keras implementation for paper - Enhanced LSTM for Natural Language Inference, tested on Quora Question Pairs dataset.
Quora Duplicated Question Challenge (Kaggle Competition)
Using Siamese LSTM to classify repeated quora questions. Attempted pretrained bert embeddings, Word2Vec and training own embeddings together with the model.
Quora Paraphrasing Dataset Bahasa Indonesia Version
Identify which questions asked on Quora are duplicates of questions that have already been asked.This could be useful to instantly provide answers to questions that have already been answered,predict whether a pair of questions are duplicates or not
It detects whether entered questions are similar or not
quora短文本相似
seq2seq model implemented with keras, tested on Quora Question Pairs dataset.
In this research I'd like to use BERT with the huggingface PyTorch library to fine-tune a model which will perform best in question pairs classification. The app is build using Streamlit.
13th place scripts for Kaggle Question Duplicate Pairs competition
ESIM implementation by PyTorch, get 89.29% accuracy on Quora Questions Pairs dataset.
Innovation Lab Project
Code for Quora Competition on Kaggle
This repo contains models by the team of @360er0 and @tomekkorbak as they participated in Quora question pairs Kaggle contest.
We have to build a machine learning model to predict whether two questions asked on quora are similar or not . So that the similar questions asked may have the same answers which have been given earlier for the previously asked similar question.
BERT for question paraphrase detection
overview of machine learning methods applied to the question pair matching problem, with Quora's data, in the context of the Kaggle challenge.
A multi label classification, keyword extraction problem to identify and suggest Stackoverflow keywords.
Quora Question Pair Similarity - Machine Learning Project