Kannada Textual Error Correction Using T5 Model

S Ramaneedi, PB Pati - 2023 IEEE 8th International …, 2023 - ieeexplore.ieee.org
Error creeps into text in various ways. Typing error may come due to either mis-typing or due
to poor language expertise. Similarly, recognition technologies while converting textual …

System for Enhancing Accuracy of Noisy Text using Deep Network Language Models

R Rohit, SA Gandheesh, KS Suriya… - 2023 IEEE 8th …, 2023 - ieeexplore.ieee.org
Text from image documents must be recognized for its usage. Various tasks such as
plagiarism & error check, language analysis, information capture rely on the accuracy of this …

Fine-Tuned T5 For Auto-Grading Of Quadratic Equation Problems

RM Balakrishnan, PB Pati, RP Singh… - Procedia Computer …, 2024 - Elsevier
Assessments constitute a fundamental and inevitable component of any educational
journey. Manual effort required for the evaluation of these assessments is very high …

Grammatical versus Spelling Error Correction: An Investigation into the Responsiveness of Transformer-Based Language Models Using BART and MarianMT

R Raju, PB Pati, SA Gandheesh… - Journal of Information …, 2024 - World Scientific
Text continues to remain a relevant form of representation for information. Text documents
are created either in digital native platforms or through the conversion of other media files …

Extractive Summarization of Indian Legal Judgments: Bridging NLP and Generative AI for Socially Responsible Content Generation

P Prabhakar, PB Pati - Generative AI: Current Trends and Applications, 2024 - Springer
In recent years, the fields of Natural Language Processing (NLP) and Generative Artificial
Intelligence (AI) have seen significant advancements, particularly in the domain of legal text …

Auto-Grading Comprehension on Reference-Student Answer Pairs using the Siamese-based Transformer

MA Sayeed, D Gupta… - 2024 IEEE 9th …, 2024 - ieeexplore.ieee.org
Students often struggle with comprehension skills, which are critical for success in many
areas of life. To sustain the growing demand for online education setups requires …

A Machine Learning Based Classification of Students' Algebraic Responses Using MathBERT Embeddings

AS Injeti, GN Rupsica, GP Reddy… - 2024 5th …, 2024 - ieeexplore.ieee.org
Conduction of assessments and analysing the students' knowledge is the most important
part of any teaching learning process. Traditional manual grading of written mathematical …

A Machine Learning Based Auto-Grading Model for Question-Based Algebra Problems using RoBERTa

NA Vidula, TA Reddy, S Manogna… - 2023 4th …, 2024 - ieeexplore.ieee.org
The use of Machine learning models into educational assessment has revolutionized the
grading process for problemsolving domains. This research introduces a machine learning …

Layout Analysis of Malayalam Palm Leaf Images with Fully Convolutional Networks

K Boyina, D Swetchana, GM Reddy… - 2023 IEEE Fifth …, 2023 - ieeexplore.ieee.org
Palm leaf manuscripts have been used for centuries as a medium for preserving ancient
knowledge and cultural heritage. To prevent their loss, digitization of these manuscripts has …

Grammar Error Correction using Monotonic Attention

BS Hanwith, KA Vardhan, RS Kiran… - 2023 Global …, 2023 - ieeexplore.ieee.org
Grammar error correction is an essential task in natural language processing (NLP), aimed
at identifying and correcting errors in written texts. While various approaches have been …