BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences
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Updated
Aug 18, 2021 - Python
BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences
Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with the Quora Question Pairs dataset.
Neural network toolkit for sentence pair modeling.
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
This is our team's solution report, which achieves top 10% (305/3307) in this competition.
Variants of Multi-Perspective Convolutional Neural Networks
Code for paper title "Learning Semantic Sentence Embeddings using Pair-wise Discriminator" COLING-2018
Paraphrase Identification with Deep Learning using Keras
Large scale sentential paraphrases collection and annotation
Paraphrase Generation Using Deep Reinforcement Learning - MSc Thesis
Paraphrase question identification using Feature Fusion Network (FFN).
Materials for the RAAI Summer School 2019 workshop
This repo contains models by the team of @360er0 and @tomekkorbak as they participated in Quora question pairs Kaggle contest.
Source code for SDM 2020 paper "What Do Questions Exactly Ask? MFAE: Duplicate Question Identification with Multi-Fusion Asking Emphasis"
Paraphrase Detection applied to Medical domain
Official Repository for the paper titled "Meta-Learning for Effective Multi-task and Multilingual Modelling" accepted at EACL 2021
Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.
Implementing various measures of paraphrase detection on Microsoft Paraphrase Corpus and checking their performance on original high dimension TF-IDF matrix and it's low dimension approximation
Large Scale Multilingual Paraphrase Corpus
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