An example project to detect cheats in an exam with using similarity detection.
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Updated
Dec 11, 2022 - Java
An example project to detect cheats in an exam with using similarity detection.
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Academic Genealogy Network Analysis
This work is for my thesis. This paper is published on I-IKM-2019
ML project to simulate a online fashion retailer - showcasing ranking of search results, recommendations using text and visual features
Program to Calculate Text Similarity ratio using Tversky Index, Sørensen–Dice coefficient and Jaccard Index. Made with C#. This program was written for the Algorithms and Programming lecture.
Software based on flask, used to check the most similar texts out of a list.
A Milvus Database and NLP project where you can perform text-based similar searches on the dataset you will upload. Milvus Database is a vector Database and Towhee provides several advantages such as ready-made pipelines.
A little python code to show how to get similarity between word embeddings returned from the Rosette API's new /text-embedding endpoint.
Code and models used in my Bachelor’s Degree Thesis about large text similarity measures are here. The similarities have been combined with machine learning based embeddings. This repository also contains raw results obtained from tasks/experiments.
Embedding a text to a vector by pre-trained BERT word embeddings and pooling layers, for the pur[ose of text similarity measuring
Two-part information retrieval system: 1) Pre-process text files, generate TF-IDF matrix and inverted index. 2) Retrieve relevant documents ranked by cosine similarity for given queries.
Artificial intelligence applications by Django framework (back-end) and bootstrap(front-end).
End to End NLP text similarity project, using kaggle Quora Dataset , served as a REST API via Flask
Build an algorithm/model that can quantify the degree of similarity between the two text-based on Semantic similarity. Semantic Textual Similarity (STS) assesses the degree to which two sentences are semantically equivalent to each other.
Plagiarism Detection System, designed to identify similarities between a given text and existing online content.
NLP
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