Enhancement of NLP Models with the help of active learning

Student Name

Aftab KhalilFollow

Degree

Master of Science in Computer Science

Department

Department of Computer Science

School

School of Mathematics and Computer Science (SMCS)

Date of Submission

Spring 2023

Supervisor

Dr. Sajjad Haider, Professor, Department of Computer Science, Institute of Business Administration, Karachi

Keywords

Semantic Analysis, Active Learning, Oracle, Streamlit, NLP

Abstract

Active learning is one of the hot emerging areas in artificial intelligence. The fundamental motivation of active learning is that when a machine learning model can choose the example it learns, it can reach better accuracy quickly. In this paper, we apply active learning techniques for semantic analysis and try to enhance the performance of widely used NLP models with the help of active learning techniques.

Document Type

Restricted Access

Submission Type

Research Project

Recommended Citation

Khalil, Aftab. "Enhancement of NLP Models with the help of active learning." Unpublished graduate research project. Institute of Business Administration. 2023. https://ir.iba.edu.pk/research-projects-mscs/21