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Search results for natural language processing similarity

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38 search results found

Text2vec ⭐ 3,610

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-

Similarity ⭐ 1,239

similarity: Text similarity calculation Toolkit for Java. 文本相似度计算工具包，java编写，可用于文本相似度计算、情感分析等任务，开箱即用。

Nlp Notebooks ⭐ 710

A collection of notebooks for Natural Language Processing from NLP Town

Similarities ⭐ 495

Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包，支持亿级数据文搜文、文搜图、图搜图，python3开发，开箱即用。

Deep Semantic Similarity Model ⭐ 472

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014

Ajax Movie Recommendation System With Sentiment Analysis ⭐ 449

A content-based recommender system that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user

Cogcomp Nlp ⭐ 448

CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.

Bertsimilarity ⭐ 352

Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

Fasttextrank ⭐ 264

中文文本摘要/关键词提取

Macropodus ⭐ 256

自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分 of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)

Customer Chatbot ⭐ 244

中文智能客服机器人demo，包含闲聊和专业问答2个部分，支持自定义组件（Chinese intelligent customer chatbot Demo, including the gossip and the professional Q&A(FAQ) , support for custom components！）

Word Embeddings for Information Retrieval

Siamese Lstm ⭐ 172

Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.

Tensorflow Ml Nlp ⭐ 157

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)

Spacy Universal Sentence Encoder ⭐ 156

Google USE (Universal Sentence Encoder) for spaCy

论文实现(ACL2019)：《Matching the Blanks: Distributional Similarity for Relation Learning》

Newsrecommender ⭐ 144

A news recommendation system tailored for user communities

Semanaly ⭐ 137

semantic analysis using word2vector, doc2vector,lstm and other method. mainly for text similarity analysis.

Duplicate Code Detection Tool ⭐ 129

A simple Python3 tool to detect similarities between files within a repository

Nepali_nlp ⭐ 126

A python based library for NLP in Nepali language

Abydos NLP/IR library for Python

Sentence Similarity ⭐ 106

This repository contains various ways to calculate sentence vector similarity using NLP models

Torchblocks ⭐ 99

A PyTorch-based toolkit for natural language processing

Ruimtehol ⭐ 95

R package to Embed All the Things! using StarSpace

Ml Classify Text Js ⭐ 91

Machine learning based text classification in JavaScript using n-grams and cosine similarity

Semantic Texual Similarity Toolkits ⭐ 87

Semantic Textual Similarity (STS) measures the degree of equivalence in the underlying semantics of paired snippets of text.

Xiangshi ⭐ 86

中文文本相似度计算器

Sentence Similarity ⭐ 83

PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment

Multi-document summarization tool relying on ILP and sentence fusion

Deploy A Nlp Similarity Api Using Docker ⭐ 69

Build a RESTFUL-API for Similarity Check using Natural Language Processing

Simstring ⭐ 60

A Python implementation of the SimString, a simple and efficient algorithm for approximate string matching.

Teapot Nlp ⭐ 59

Tool for Evaluating Adversarial Perturbations on Text

Library for Korean morpheme and word vector representation

Dual Encoders for State-of-the-art Natural Language Processing.

Textblob Ar ⭐ 46

Arabic support for textblob

Natural language processing of Gene Expression Omnibus data

Pygermanet ⭐ 38

GermaNet API for Python

Indra is a Web Service which allows easy access to different distributional semantics models in several languages.

Text Similarity ⭐ 38

文本相似度（匹配）计算，提供Baseline、训练、推理、指标分析...代码包含TensorFlow

WordNet Similarity for Java provides an API for several Semantic Relatedness/Similarity algorithms

Bert Sentence Similarity Pytorch ⭐ 36

This repo contains a PyTorch implementation of a pretrained BERT model for sentence similarity task.

Text preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!

Nlp Recipes Ja ⭐ 28

Samples codes for natural language processing in Japanese

Code for the papers: Correlation Coefficients and Semantic Textual Similarity, NAACL-HLT 2019 & Correlations between Word Vector Sets, EMNLP-IJCNLP 2019.

Movie_recommender ⭐ 27

Recommender system for movies

Sts Cnn Stsbenchmark Semantic Similarity Semantic Textual Similarity Cnn Hcti Tensorflow Keras ⭐ 26

A simple implementation of paper "HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate semantic textual similarity."

Lexrankr ⭐ 22

Extractive Text Summariztion with lexRankr (an R package implementing the LexRank algorithm)

Banking Faq Bot ⭐ 22

This is retrieval based Chatbot based on FAQs found at a banking website.

WordNet Similarity for Java provides an API for several Semantic Relatedness/Similarity algorithms

Bns Short Text Similarity ⭐ 19

📖 Use Bi-normal Separation to find document vectors which is used to compute similarity for shorter sentences.

Podcast Recommendation Engine ⭐ 19

🎤 Building a content-based podcast recommender system using NLP

Synonyms_discovery_aggregation ⭐ 17

This repository provides various Python methods for finding and aggregating synonyms for an individual word or a list of words.

Semantictreelstm ⭐ 17

Word Benchmarks ⭐ 17

Benchmarks for intrinsic word embeddings evaluation.

RDT: Russian Distributional Thesaurus (Русский Дистрибутивный Тезаурус)

Nlpcc 2016 Wordsim ⭐ 17

Code for NLPCC2016 Chinese Word Similarity Task

Odsc_2020_nlp ⭐ 16

Repository for ODSC talk related to Deep Learning NLP

Project_twitter_nlp ⭐ 11

Building Event Extraction and Trending Framework for Twitter

Exploring semantic similarities between contextualized embeddings

Anime Recommendation System ⭐ 10

The backed for an anime recommender system that combines multiple methods to provide a variety of recommendations to users based on different similarity metrics

Embeddingbased ⭐ 10

Embedding-based evaluation metrics for dialogue generation.

Graduationproject ⭐ 10

毕业设计基于CNN和词向量的句子相似性度量 NLP Sentence Similarity CNN Word Vector

UniSim is a package for efficient similarity computation, fuzzy matching, and clustering of data.

Natural Language Processing ⭐ 10

Compilation of Natural Language Processing (NLP) codes. BONUS: Link to Information Retrieval (IR) codes compilation. (checkout the readme)

Calculating sentence similarity by word mover's distance

Nutshell ⭐ 10

An unsupervised text summarization and information retrieval library under the hood using natural language processing models

Nlp Cloud Apis ⭐ 10

RxNLP APIs for clustering sentences, extracting topics, counting words & n-grams, extracting text from html or URL, computing similarity between texts and more.

Quantitative Discursive Analysis ⭐ 9

A tool for quantitatively measuring discursive similarity between bodies of text.

Stackoverflow Recommendation System ⭐ 9

Question Tag Recommendations and Similar Question Suggestions

Library for analysing text documents: tf-idf transformation, computing similarities, visualisation, etc.

Lingmatch ⭐ 9

An all-in-one R package for the assessment of linguistic similarity

Inquire Boulder Chatbot ⭐ 8

A chatbot that uses NLP on the Inquire Boulder FAQ text to provide answers to user queries.

Where Is The Answer ⭐ 8

FastText based Question Answering System for Turkish Stories

Wink Jaro Distance ⭐ 8

An Implementation of Jaro Distance Algorithm by Matthew A. Jaro

🔍 Clinical cases search by similarity specialized in Covid-19

Nlp Project Book Insights With Plotly ⭐ 7

Plotly-Dash NLP project. Document similarity measure using Latent Dirichlet Allocation, principal component analysis and finally follow with KMeans clustering. Project is completed with dynamic visual interaction.

Semantic Similarity Extraction Using Word Vectors In Mahabharata Dataset ⭐ 7

Semantic similarity extraction using word vectors in Mahabharata dataset

Nips Challenge Essay Scoring Arabic ⭐ 6

Global NIPS Paper Implementation Challenge - An Automated System for Essay Scoring of Online Exams in Arabic based on Stemming Techniques and Levenshtein Edit Operations

Textual Similarity Universal Sentence Encoder ⭐ 6

Extract embeddings and group sentences with universal sentence encoder package from TensorFlow.js.

Checkmate ⭐ 6

Job Matcher ⭐ 6

Job Matching through Unsupervised Feature Learning

Simplicity ⭐ 6

Code and Data for Simple Models for Word Formation in English Slang

Naive Text Summarizer ⭐ 6

A naive text summarizer written from scratch using text rank algorithm

Stsmodule ⭐ 6

STSModule (Semantic Textual Similarity Module) aims at helping users computing the semantic similarity between sentences and documents in English. Similarity measures play an important role in a wide variety of NLP applications. By a way of example, Information Retrieval (IR) relies on semantic similarity in order to determine the best result for a related query. Semantic similarity also plays a crucial role in other applications such as Paraphrasing and Translation Memory (TM). However, computi

Semantic_textual_similarity ⭐ 5

Objective: find semantic [i.e. meaning-based] similarity measures across pairs of sentences. Uses word2vec and WordNet.

S.s Similarity ⭐ 5

A software designed to calculate the semantic similarity between 2 sentences

Recommendation engine for Real Python content.

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Jupyter Notebook Natural Language Processing (854)

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1-38 of 38 search results

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