Spark based sentence similarity check solution based on Word Mover's Distance

This code implements fast cosine similarity search between text sentences. You have a database of sentences (can be tweets/ documents etc ) and a list of query sentences. This code searches the database and finds the nearest neighbhor to the given queries using cosine similarity. The code supports 1) brute force search 2) Fast exact search by bu…

Sentences similarity related codes.

word aligner for sentence similarity

A hierarchy RNN to conduct sentence match

2018 Naver AI Hackathon Participation

Work on Quora Question pairs

This code is based on an unfinished paper of mine that uses a version of topological sorting and WordNet to perform extraction based summarization of a corpus.

Sentence/Text Similararity Models for Korean

all kinds of baseline models for sentence similarity 句子对语义相似度模型

Calculate similarity of sentences & Cluster the result.

A text analyzer which is based on machine learning,statistics and dictionaries that can analyze text. So far, it supports hot word extracting, text classification, part of speech tagging, named entity recognition, chinese word segment, extracting address, synonym, text clustering, word2vec model, edit distance, chinese word segment, sentence sim…

Implementation of a Siamese neural network in Keras for predicting sentence entailment.

Siamese-LSTM PyTorch Implementation for cikm 2018

Use tf-kld to vectorize sentences. Use PCA to compress the vector to a reasonable size while maintaining accuracy. Utility functions to use the vector.

Find similar sentences using Tensorflow Hub for English Wikipedia

Theano implementation of siamese LSTMs for evaluating semantic similarity between sentences.

蚂蚁金融自然语言处理竞赛。