Deepa Gupta

Orcid: 0000-0002-1041-5125

Affiliations:
  • Amrita School of Computing, Department of Computer Science and Engineering, Bengaluru, India
  • Amrita Viswavidyapeetham University, Department of Mathematics, Bangalore, India


According to our database1, Deepa Gupta authored at least 37 papers between 2010 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

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Online presence:

On csauthors.net:

Bibliography

2026
Multifaceted structural classification of Indian legal judgments.
Discov. Artif. Intell., December, 2026

Enhancing Low-Resource Indian Language Machine Translation Using Large Language Models With Preference Optimization and Hypergeometric-Gamma Reward.
IEEE Access, 2026

2025
Continuous Speech-Based Fatigue Detection and Transition State Prediction for Air Traffic Controllers.
IEEE Access, 2025

A Novel Approach to Continual Knowledge Transfer in Multilingual Neural Machine Translation Using Autoregressive and Non-Autoregressive Models for Indic Languages.
IEEE Access, 2025

Sample-Efficient Audio Emotion Recognition Using a Deep Reinforced Active Learning Framework.
IEEE Access, 2025

2024
Predicting Tumor Type and Residual Status of Suprasellar Lesions Using Indian Discharge Summaries.
IEEE Access, 2024

2023
AGRONER: An unsupervised agriculture named entity recognition using weighted distributional semantic model.
Expert Syst. Appl., November, 2023

Dementia Speech Dataset Creation and Analysis in Indic Languages - A Pilot Study.
IEEE Access, 2023

Semi-Supervised Bootstrapped Syntax-Semantics-Based Approach for Agriculture Relation Extraction for Knowledge Graph Creation and Reasoning.
IEEE Access, 2023

2022
Dementia Detection from Speech Using Machine Learning and Deep Learning Architectures.
Sensors, 2022

An enhanced guided LDA model augmented with BERT based semantic strength for aspect term extraction in sentiment analysis.
Knowl. Based Syst., 2022

A Reinforced Active Learning Sampling for Cybersecurity NER Data Annotation.
Proceedings of the OITS International Conference on Information Technology, 2022

Semi Supervised Approach for Relation Extraction in Agriculture Documents.
Proceedings of the OITS International Conference on Information Technology, 2022

2021
Convolution-Based Encoding of Depth Images for Transfer Learning in RGB-D Scene Classification.
Sensors, 2021

A Simple Speech Production System Based on Formant Estimation of a Tongue Articulatory System Using Human Tongue Orientation.
IEEE Access, 2021

2020
Automated genre-based multi-domain sentiment lexicon adaptation using unlabeled data.
J. Intell. Fuzzy Syst., 2020

Emotional Voice Conversion Using a Hybrid Framework With Speaker-Adaptive DNN and Particle-Swarm-Optimized Neural Network.
IEEE Access, 2020

Unsupervised Genre-Based Multidomain Sentiment Lexicon Learning Using Corpus-Generated Polarity Seed Words.
IEEE Access, 2020

2019
Hybrid Framework for Speaker-Independent Emotion Conversion Using i-Vector PLDA and Neural Network.
IEEE Access, 2019

2018
Integrating syntax-semantic-based text analysis with structural and citation information for scientific plagiarism detection.
J. Assoc. Inf. Sci. Technol., 2018

Unmasking text plagiarism using syntactic-semantic based natural language processing techniques: Comparisons, analysis and challenges.
Inf. Process. Manag., 2018

2017
Text plagiarism classification using syntax based linguistic features.
Expert Syst. Appl., 2017

Detection of idea plagiarism using syntax-Semantic concept extractions with genetic algorithm.
Expert Syst. Appl., 2017

A learning method for coreference resolution using semantic role labeling features.
Proceedings of the 2017 International Conference on Advances in Computing, 2017

A graph-based relation extraction method for question answering system.
Proceedings of the 2017 International Conference on Advances in Computing, 2017

2016
ASE@DPIL-FIRE2016: Hindi Paraphrase Detection using Natural Language Processing Techniques & Semantic Similarity Computations.
Proceedings of the Working notes of FIRE 2016, 2016

2015
Multi-view Robotic Time Series Data Clustering and Analysis Using Data Mining Techniques.
Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2015

Sentiment Classification for Hindi Tweets in a Constrained Environment Augmented Using Tweet Specific Features.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2015

Investigating the impact of combined similarity metrics and POS tagging in extrinsic text plagiarism detection system.
Proceedings of the 2015 International Conference on Advances in Computing, 2015

Exploring sentiment analysis on twitter data.
Proceedings of the Eighth International Conference on Contemporary Computing, 2015

2014
Using Natural Language Processing techniques and fuzzy-semantic similarity for automatic external plagiarism detection.
Proceedings of the 2014 International Conference on Advances in Computing, 2014

Learning domain-specific and domain-independent opinion oriented lexicons using multiple domain knowledge.
Proceedings of the Seventh International Conference on Contemporary Computing, 2014

2013
Experimentation and Analysis of Time Series Data for Rescue Robotics.
Proceedings of the Recent Advances in Intelligent Informatics, 2013

Identifying the best feature combination for sentiment analysis of customer reviews.
Proceedings of the International Conference on Advances in Computing, 2013

2012
Analysis of multimodal time series data of robotic environment.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

2010
Annotation Guidelines for Hindi-English Word Alignment.
Proceedings of the International Conference on Asian Language Processing, 2010

English-Hindi Automatic Word Alignment with Scarce Resources.
Proceedings of the International Conference on Asian Language Processing, 2010


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