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2nd International Conference on NLP & Signal Processing (NLPSIG 2024)
<!Doctype html> <html lang="en"> <head> <meta charset="UTF-8"> <meta http-equiv="X-UA-Compatible" content="id=edge"> <title>2nd International Conference on NLP & Signal Processing (NLPSIG 2024)</title> <link rel="icon" type="image/png" sizes="96x96" href="images/logo.png"> <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css"> <link rel="stylesheet" href="bootstrap.css"> <link rel="stylesheet" href="style.css"> </head> <body id="home"> <nav class="navbar navbar-expand-md bg-dark navbar-primary fixed-top"> <div class="container"> <button class="navbar-toggler" data-toggle="collapse" data-target="#navbarCollapse"><span class="navbar-toggler-icon"></span>Menu</button> <a class="navbar-brand"><img src="images/logo.png" width="100px" height="40px" type="image/png" alt="brand-logo"></a> <div class="collapse navbar-collapse" id="navbarCollapse"> <ul class="navbar-nav ml-auto"> <li class="nav-item"> <a href="index" class="nav-link">Home</a> </li> <li class="nav-item"> <a href="papersubmission" class="nav-link">Paper Submission</a> </li> <li class="nav-item"> <a href="committee" class="nav-link">Program Committee</a> </li> <li class="nav-item"> <a href="papers" class="nav-link active">Accepted Papers</a> </li> <li class="nav-item"> <a href="contact" class="nav-link">Contact Us</a> </li> </ul> </div> </div> </nav> <!-- Home Page /--> <header id="home-section"> <div class="dark-overlay"> <div class="home-inner"> <div class="container"> <div class="row"> <div class="col-xs-12 col-sm-10 col-md-10 col-lg-8 d-block bg-primary"> <h1 class="text-light p-2">2<sup>nd</sup> International Conference on NLP & Signal Processing (NLPSIG 2024)</h1> <h4 align="center">September 13- 14, 2024, Virtual Conference</h4> </div> </div> </div> </div> </div> </header> <!-- Scope section /--> <!-- Scope & Topic Section /--> <section id="scope-section" class="bg-light text-dark py-5"> <div class="container"> <div class="row"> <div class="col-md8 text-justify"> <h3 class="text-secondary2 text-center display4">Accepted Papers</h3><br> <h6 style="color:black;font-family:classic wide,sans-cserif;font-size:20px"><b>Artificial Intelligence Text Identification Systems Based on the Bert Model and the Tf-idf Model </b></h6> <p style="color:black;text-align:justify;font-size: 15px;">Rapha毛l Jeanningros<sup>1</sup> and Sonam Mittal<sup>2</sup>, <sup>1</sup>Department of Computer Engineering, CY Tech, Pau, FRANCE, <sup>2</sup>Department of Information Technology, BK Birla Institute of Engineering and Technology, Pilani, INDIA </p> <h6 style="color:black;font-family:classic wide,sans-serif;"><b>ABSTRACT</b></h6> <p style="color:black;text-align:justify;">In recent years, large language models (LLM) have been increasingly sophisticated, capable of generating text that is difficult to distinguish from human-written text. For this purpose, everyday, new detectors are created as the purpose to follow the fast evolution of LLMs. Thus far, most of the artificial intelligence (AI) text identification systems are working on the basis of the BERT model, but we can still see some systems working on the basis of the TF-IDF model. So, this study aims to understand which differences exist between AI generated content and human written content. In the second part to create one AI text identification system based on the BERT model and another system based on the TF-IDF model. And the last step is to analyze the results of each AI text identification system and conclude on the most efficient and accurate system. </p> <h6 style="color:black;font-family:classic wide,sans-serif;"><b>Keywords</b></h6> <p style="color:black;text-align:justify;">AI generated content detection, Large Language Models, BERT, TF-IDF. </p> <br> </div> </div> </div> </section> <!-- Footer Section /--> <section id="footer-section" class="bg-dark text-light py-3 text-center"> <div class=""> <div class="container"> <div class="row"> <div class="card-body col-sm-6 col-md-4"> <h6>Contact Us</h6> <p><a href="mailto:nlpsig@nlpsig.org" class="text-white">nlpsig@nlpsig.org</a></p> </div> <div class="card-body col-sm-6 col-md-4 text-center"> <br> </div> <div class="card-body col-xs-6 col-sm-6 col-md-4 col-lg-3 col-xl-2 text-center"> <h6 class="header-h6">Follow Us</h6> <div> <a href="https://www.facebook.com/AIRCCPC" target="blank" class="fa fa-facebook" aria-hidden="true"></a> <a href="https://twitter.com/AIRCCFP" target="blank" class="fa fa-twitter" aria-hidden="true"></a> <a href="https://www.youtube.com/channel/UCzkuYvuKuNCIc3jbE52IeZg" target="blank" class="fa fa-youtube-play" aria-hidden="true"></a> </div> </div> </div> </div> </div> </section> <section class="copyright bg-dark text-light text-center py-3"> <div class="container-fluid"> <p>Copyright © NLPSIG 2024</p> </div> </section> <script src="jquery.min.js"></script> <script src="popper.min.js"></script> <script src="bootstrap.min.js"></script> </body> </html>