Automatic Summarization of Court Decision Documents over Narcotic Cases Using BERT

GW Wicaksono, Y Azhar, NP Hidayah… - … : International Journal on …, 2023 - joiv.org
Reviewing court decision documents for references in handling similar cases can be time-
consuming. From this perspective, we need a system that can allow the summarization of …

Optimizing Language Model's Reasoning Abilities with Weak Supervision

Y Tong, S Wang, D Li, Y Wang, S Han, Z Lin… - arXiv preprint arXiv …, 2024 - arxiv.org
While Large Language Models (LLMs) have demonstrated proficiency in handling complex
queries, much of the past work has depended on extensively annotated datasets by human …

[PDF][PDF] A Novel Multi-Layer Sparse Regularizer based GRU Model for Consumer Reviews Summarization

S Sinha, RS Narayanan, I Mukherjee - Journal of Wireless Mobile …, 2023 - jowua.com
Text Summarization is considered as potential study area in recent past for its well-
established growing popularity in domain specific areas. The consumer dominated society …

Enhancing Extractive Summarization in Student Assignments Using BERT and K-Means Clustering

M Hani'ah, VN Wijayaningrum, AR Amalia - International Conference on …, 2023 - Springer
Abstract Evaluation through learning assessments is a fundamental factor in determining
student's success in achieving specified competencies. During the essay evaluation, the …

NLP based Text Summarization Techniques for News Articles

BL Kumaran, NV Ravindran - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
This defines a news summarization web application using Streamlit, allowing users to
access and read news articles from various sources. Here's an abstract of what the project …

Single and Multi-Documents Text Summarization Technologies for Natural Language Processing: a Systematic Review on Method and Dataset

AA Sukmandhani, A Ramadhan… - 2022 IEEE Creative …, 2022 - ieeexplore.ieee.org
The summarization technologies have been increasingly used in recent decades. Those
technologies are a very important part of emerging topics in computer science and …

Note-ing Hill: A Note-Making Application

V Anand, C Ravi, A Acharya… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
This paper provides an insight into the approaches taken for the development of the
application-'Noteing Hill'that aims to optimize the task of taking down notes in a classroom …

[PDF][PDF] NLP based Text Summarization Techniques for News Articles: Approaches and Challenges

S Tarannum, P Sonar, AAK Khairnar - … Research Journal of …, 2021 - academia.edu
The amount of text data available has increased dramatically in recent years from a variety
of sources. This large volume of literature has a wealth of information and knowledge that …

[PDF][PDF] A Comparative Study of Automatic Text Summarization Methodologies

S Jadhav, R Mane, R Chaudhari, V Chatre, A Manna - 2021 - academia.edu
Due to the abundance of available documents and materials all over the internet and
various archives, it is becoming difficult for human users to obtain crisp information about a …