2 publications

• Published Subscription Review Article 7 Oct 2024

  Advanced Document Query System

  By Jyoti Jayesh Chavhan, Shoaib Hafiz Shaikh, Suyash Kiran Ayachit, Sheshasai Arjun Dusa, Nivedh Vijay Anakakkil

  Abstract: For knowledge-intensive businesses, large document libraries contain a plethora of information. Massive, chaotic, collections of documents that are unstructured have emerged from this rapid increase. Even if accessing or storing these documents has become easier, finding the required critical information in these vast document collections has become more difficult. NLP (natural language processing) is one of the techniques used to retrieve the information that is required from a huge chunk …

  Published in International Journal of Computer Science Languages · Vol. 2, Issue 2, 2024 · pp. 26–35 Read article →

• Published Subscription Review Article 7 Aug 2024

  Enhancing Profanity Detection in Dravidian Languages: Leveraging Language Models for Optimization and Improvement

  By Jyoti Jayesh Chavhan

  Abstract: Detecting and documenting instances of abusive behaviour can significantly improve the quality of virtual environments. Given the vast amount of content published daily on social media, it is impractical for human annotators to manually identify potentially harmful content. Recent algorithmic initiatives, especially on platforms like Twitter, have advanced in abuse detection. However, for Dravidian texts, there remains a need to understand the context better and build robust language models for …

  Published in Recent Trends in Programming languages · Vol. 11, Issue 2, 2024 · pp. 17–23 Read article →