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
BERT Model Fine-tuning on Quora Questions Pairs
The code for our submission in Kaggle's competition Quora Question Pairs which ranked in the top 25%.
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 Paraphrasing Dataset Bahasa Indonesia Version
This repository contains details and key points of research papers related to NLP and Deep Learning
Using Siamese LSTM to classify repeated quora questions. Attempted pretrained bert embeddings, Word2Vec and training own embeddings together with the model.
Quora Duplicated Question Challenge (Kaggle Competition)
The Quora Question Pair dataset is a well-known dataset used in natural language processing and machine learning. It consists of pairs of questions from the question-and-answer platform Quora, with labels indicating whether the pairs are duplicate or not.
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.
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
quora短文本相似
It detects whether entered questions are similar or not
ESIM implementation by PyTorch, get 89.29% accuracy on Quora Questions Pairs dataset.
seq2seq model implemented with keras, tested on Quora Question Pairs dataset.
13th place scripts for Kaggle Question Duplicate Pairs competition
Developed and Deployed NLP Models Achieving Up to 89.89% Accuracy in Detecting Duplicate Question pairs using Transformer https://huggingface.co/spaces/gyanbardhan123/Duplicate_Question_Detection https://drive.google.com/file/d/1MsBA45Hob56OWPuLVCgG3F3QdCZgBq9a/view?usp=sharing
Quora Question Pair Similarity - Machine Learning Project
Innovation Lab Project
Code for Quora Competition on Kaggle
A semantic similarity of question pairs using Glove + LSTMs.
BERT for question paraphrase detection
A multi label classification, keyword extraction problem to identify and suggest Stackoverflow keywords.